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Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3930", "4963", "4143", "1673", "5077", "3501", "4008", "5698", "3522", "3802", "3546", "10926", "11856", "2746", "130", "4106", "11372", "10887", "5725", "5833", "4465", "5154", "7488", "5360", "4751", "744", "9324", "3240", "489", "619", "11967", "3233", "10842", "2611", "3254", "7039", "3813", "11145", "7216", "9620", "8882", "1870", "11782", "5615", "7134", "9264", "4730", "11864", "5796", "9542" ], "interaction": [ { "item": "9450", "sentiment": "Strong Positive" }, { "item": "9840", "sentiment": "Negative" }, { "item": "10077", "sentiment": "Negative" }, { "item": "11156", "sentiment": "Strong Positive" }, { "item": "11753", "sentiment": "Strong Positive" }, { "item": "11864", "sentiment": "Strong Positive" } ], "user_id": "1" }
{ "recommended": [ "11864", "3930", "4963", "4143", "1673", "5077", "3501", "4008", "5698", "3522" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7316", "216", "11764", "9100", "2922", "8100", "11874", "2065", "7732", "2741", "1035", "1605", "11912", "535", "5990", "5730", "4646", "9836", "11802", "9774", "6155", "3051", "10890", "9267", "577", "1326", "5662", "324", "2784", "11663", "1187", "76", "9120", "10966", "8779", "1588", "3607", "5896", "6575", "373", "6059", "620", "869", "5129", "9316", "9163", "6939", "2751", "4811", "2968" ], "interaction": [ { "item": "3310", "sentiment": "Neutral" }, { "item": "4573", "sentiment": "Strong Positive" }, { "item": "9080", "sentiment": "Strong Positive" }, { "item": "4137", "sentiment": "Strong Positive" }, { "item": "10956", "sentiment": "Strong Positive" }, { "item": "59", "sentiment": "Strong Negative" } ], "user_id": "2" }
{ "recommended": [ "7316", "216", "11764", "9100", "2922", "8100", "11874", "2065", "7732", "2741" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6480", "9448", "7777", "404", "9180", "10142", "6226", "625", "9850", "11008", "10753", "10505", "4349", "3183", "2317", "5608", "4924", "6533", "760", "2201", "43", "5216", "1995", "10752", "3623", "72", "6303", "3514", "5886", "893", "4140", "5230", "3224", "3545", "5125", "212", "11885", "6736", "9746", "3657", "9838", "12073", "11627", "8213", "1172", "9343", "9436", "3874", "7111", "7639" ], "interaction": [ { "item": "4209", "sentiment": "Strong Positive" }, { "item": "4387", "sentiment": "Strong Positive" }, { "item": "6363", "sentiment": "Strong Positive" }, { "item": "454", "sentiment": "Strong Positive" }, { "item": "5666", "sentiment": "Strong Positive" }, { "item": "8650", "sentiment": "Strong Positive" }, { "item": "8877", "sentiment": "Strong Positive" }, { "item": "9405", "sentiment": "Strong Positive" }, { "item": "10254", "sentiment": "Strong Positive" } ], "user_id": "3" }
{ "recommended": [ "6480", "9448", "7777", "404", "9180", "10142", "6226", "625", "9850", "11008" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8124", "10864", "8513", "8619", "8632", "6808", "6916", "10321", "7591", "9482", "6050", "10749", "10679", "664", "8135", "11793", "9604", "9880", "10813", "3311", "95", "10596", "11882", "372", "4321", "3943", "5239", "6078", "11647", "5762", "3737", "7839", "1868", "4170", "10025", "9444", "10276", "10553", "9855", "11038", "918", "5914", "1936", "5385", "5580", "3537", "4138", "11335", "11608", "7923" ], "interaction": [ { "item": "8969", "sentiment": "Strong Positive" }, { "item": "10131", "sentiment": "Strong Positive" }, { "item": "8824", "sentiment": "Strong Positive" }, { "item": "8651", "sentiment": "Positive" }, { "item": "10148", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Negative" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "10321", "sentiment": "Strong Positive" } ], "user_id": "4" }
{ "recommended": [ "10321", "8124", "10864", "8513", "8619", "8632", "6808", "6916", "7591", "9482" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9767", "10228", "8367", "9975", "7117", "8813", "6410", "10943", "10765", "9989", "5352", "8958", "11762", "6500", "247", "6876", "3213", "4077", "9376", "11783", "2270", "8517", "7199", "10905", "6770", "8300", "11522", "11701", "1596", "5902", "3694", "6123", "4102", "877", "7312", "939", "10249", "5261", "11948", "11667", "4186", "8671", "12013", "2461", "4103", "844", "4358", "8868", "4516", "6335" ], "interaction": [ { "item": "8936", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Negative" }, { "item": "8072", "sentiment": "Positive" }, { "item": "8347", "sentiment": "Strong Positive" }, { "item": "10163", "sentiment": "Neutral" }, { "item": "8824", "sentiment": "Neutral" }, { "item": "10228", "sentiment": "Strong Positive" } ], "user_id": "5" }
{ "recommended": [ "10228", "9767", "8367", "9975", "7117", "8813", "6410", "10943", "10765", "9989" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10855", "11065", "8958", "10027", "9201", "799", "1665", "11808", "8768", "2953", "431", "11365", "11562", "4494", "7714", "9931", "3785", "5306", "10761", "9978", "11661", "6257", "1762", "11714", "5584", "1426", "4916", "5626", "7974", "3681", "10669", "6818", "8074", "9125", "12050", "9785", "6517", "705", "7486", "3106", "11837", "4717", "11538", "8005", "476", "1132", "6969", "3977", "7302", "3565" ], "interaction": [ { "item": "3615", "sentiment": "Strong Positive" }, { "item": "9885", "sentiment": "Neutral" }, { "item": "3906", "sentiment": "Strong Positive" }, { "item": "8662", "sentiment": "Positive" }, { "item": "8030", "sentiment": "Strong Positive" }, { "item": "2714", "sentiment": "Strong Negative" }, { "item": "6005", "sentiment": "Strong Positive" }, { "item": "9212", "sentiment": "Strong Positive" }, { "item": "4644", "sentiment": "Neutral" }, { "item": "7450", "sentiment": "Strong Positive" }, { "item": "9201", "sentiment": "Strong Positive" } ], "user_id": "6" }
{ "recommended": [ "9201", "10855", "11065", "8958", "10027", "799", "1665", "11808", "8768", "2953" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10926", "9573", "11051", "10173", "7962", "4396", "6489", "10487", "3140", "6614", "6309", "9288", "11410", "7044", "9545", "8530", "11792", "6037", "3924", "3486", "6982", "5555", "11935", "5780", "7397", "5475", "2361", "9995", "1229", "5102", "8153", "9429", "9145", "2191", "5195", "992", "216", "7080", "11357", "8327", "1509", "9318", "2379", "3834", "2898", "7474", "3756", "9783", "12088", "4173" ], "interaction": [ { "item": "9581", "sentiment": "Strong Positive" }, { "item": "9622", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Positive" }, { "item": "9857", "sentiment": "Strong Negative" }, { "item": "10926", "sentiment": "Negative" } ], "user_id": "7" }
{ "recommended": [ "10926", "9573", "11051", "10173", "7962", "4396", "6489", "10487", "3140", "6614" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4496", "7958", "1675", "4003", "7404", "2004", "2945", "9456", "39", "7849", "4748", "3676", "2141", "6492", "1221", "428", "918", "1273", "3569", "5743", "518", "6173", "7778", "5850", "3877", "7725", "5046", "7259", "10031", "3652", "1510", "9744", "11249", "1851", "8440", "1247", "1964", "8071", "3067", "2163", "3778", "3010", "5455", "10905", "2238", "244", "8828", "6216", "5980", "1629" ], "interaction": [ { "item": "5381", "sentiment": "Strong Positive" }, { "item": "457", "sentiment": "Neutral" }, { "item": "2420", "sentiment": "Positive" }, { "item": "4277", "sentiment": "Strong Positive" }, { "item": "2939", "sentiment": "Strong Positive" }, { "item": "3768", "sentiment": "Strong Positive" }, { "item": "3082", "sentiment": "Strong Positive" } ], "user_id": "8" }
{ "recommended": [ "4496", "7958", "1675", "4003", "7404", "2004", "2945", "9456", "39", "7849" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7075", "1331", "4692", "2922", "10116", "732", "688", "7923", "305", "9501", "5410", "1514", "2326", "5507", "6262", "8230", "7466", "1404", "8371", "6418", "1380", "402", "9387", "6323", "3719", "4216", "10402", "5394", "150", "189", "1381", "1138", "4198", "9498", "4500", "4613", "6063", "10902", "884", "50", "11393", "2235", "3262", "1861", "5729", "9075", "3431", "1685", "4760", "2591" ], "interaction": [ { "item": "4185", "sentiment": "Strong Positive" }, { "item": "599", "sentiment": "Neutral" }, { "item": "1178", "sentiment": "Neutral" }, { "item": "948", "sentiment": "Negative" }, { "item": "7857", "sentiment": "Strong Negative" }, { "item": "2922", "sentiment": "Neutral" } ], "user_id": "9" }
{ "recommended": [ "2922", "7075", "1331", "4692", "10116", "732", "688", "7923", "305", "9501" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10459", "8819", "1796", "3276", "8184", "11806", "7922", "7525", "11458", "10722", "503", "6427", "9070", "6726", "11052", "11908", "7586", "1349", "5487", "1716", "6502", "9009", "2596", "195", "10813", "5305", "8088", "9040", "3968", "9296", "6472", "4551", "9232", "2895", "12064", "8349", "7534", "1423", "11786", "10804", "8835", "6340", "9289", "4760", "9451", "7464", "9830", "207", "6324", "5878" ], "interaction": [ { "item": "7140", "sentiment": "Strong Negative" }, { "item": "3000", "sentiment": "Strong Positive" }, { "item": "3896", "sentiment": "Neutral" }, { "item": "7560", "sentiment": "Negative" }, { "item": "3904", "sentiment": "Neutral" }, { "item": "3905", "sentiment": "Neutral" }, { "item": "6607", "sentiment": "Strong Positive" }, { "item": "7862", "sentiment": "Positive" }, { "item": "9560", "sentiment": "Neutral" }, { "item": "10266", "sentiment": "Positive" }, { "item": "8608", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Strong Positive" }, { "item": "6606", "sentiment": "Strong Positive" }, { "item": "7397", "sentiment": "Neutral" }, { "item": "7789", "sentiment": "Strong Positive" }, { "item": "7849", "sentiment": "Negative" }, { "item": "8466", "sentiment": "Strong Positive" }, { "item": "8613", "sentiment": "Strong Positive" }, { "item": "10042", "sentiment": "Strong Positive" }, { "item": "10364", "sentiment": "Strong Positive" }, { "item": "10322", "sentiment": "Strong Positive" }, { "item": "5181", "sentiment": "Positive" }, { "item": "5850", "sentiment": "Positive" }, { "item": "8482", "sentiment": "Strong Negative" }, { "item": "7524", "sentiment": "Strong Positive" }, { "item": "9494", "sentiment": "Positive" }, { "item": "3094", "sentiment": "Strong Positive" }, { "item": "7922", "sentiment": "Positive" } ], "user_id": "10" }
{ "recommended": [ "7922", "10459", "8819", "1796", "3276", "8184", "11806", "7525", "11458", "10722" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2833", "4018", "392", "1056", "874", "9777", "5240", "5223", "6872", "5100", "5827", "5728", "11032", "1593", "8375", "2186", "8256", "11526", "6603", "3756", "2119", "6008", "7196", "1676", "3387", "8511", "3611", "5073", "8825", "5362", "3755", "10245", "7520", "162", "9388", "2566", "1588", "3449", "2181", "6124", "3183", "2142", "6487", "6376", "4042", "9447", "5001", "8446", "9937", "3568" ], "interaction": [ { "item": "10842", "sentiment": "Strong Positive" }, { "item": "3531", "sentiment": "Strong Positive" }, { "item": "278", "sentiment": "Strong Positive" }, { "item": "1219", "sentiment": "Neutral" }, { "item": "4235", "sentiment": "Strong Negative" }, { "item": "5024", "sentiment": "Strong Positive" }, { "item": "7042", "sentiment": "Strong Positive" } ], "user_id": "11" }
{ "recommended": [ "2833", "4018", "392", "1056", "874", "9777", "5240", "5223", "6872", "5100" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4663", "8289", "7151", "9472", "7232", "4217", "2824", "7450", "223", "963", "502", "4243", "5026", "5601", "11912", "11233", "92", "1836", "5882", "6657", "4581", "1240", "12058", "8978", "11160", "352", "192", "8120", "8562", "10744", "7899", "8147", "5282", "874", "850", "9322", "899", "7332", "7561", "9275", "7409", "1922", "11787", "10128", "8827", "4992", "7989", "9672", "11724", "10376" ], "interaction": [ { "item": "10113", "sentiment": "Strong Positive" }, { "item": "455", "sentiment": "Neutral" }, { "item": "10094", "sentiment": "Strong Positive" }, { "item": "1190", "sentiment": "Neutral" }, { "item": "3313", "sentiment": "Strong Positive" }, { "item": "8748", "sentiment": "Strong Positive" } ], "user_id": "12" }
{ "recommended": [ "4663", "8289", "7151", "9472", "7232", "4217", "2824", "7450", "223", "963" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9848", "4955", "11793", "341", "10029", "8631", "12066", "1943", "1893", "8776", "1315", "11662", "10583", "7917", "10356", "4500", "11640", "9377", "1278", "11053", "437", "4708", "7331", "7779", "3019", "9492", "8392", "3124", "11928", "6199", "11064", "3557", "7368", "6596", "11599", "6334", "6028", "9370", "7440", "5000", "10745", "9337", "2882", "93", "231", "6725", "5057", "237", "6595", "8530" ], "interaction": [ { "item": "3227", "sentiment": "Strong Negative" }, { "item": "4195", "sentiment": "Strong Positive" }, { "item": "4196", "sentiment": "Neutral" }, { "item": "8043", "sentiment": "Strong Positive" }, { "item": "10574", "sentiment": "Strong Positive" }, { "item": "10580", "sentiment": "Strong Positive" }, { "item": "11234", "sentiment": "Strong Positive" }, { "item": "11349", "sentiment": "Strong Positive" }, { "item": "11793", "sentiment": "Strong Positive" } ], "user_id": "13" }
{ "recommended": [ "11793", "9848", "4955", "341", "10029", "8631", "12066", "1943", "1893", "8776" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4209", "3572", "1539", "2083", "7278", "387", "9572", "6320", "7026", "777", "2084", "3086", "6806", "2544", "7559", "1742", "9326", "10103", "8716", "6866", "9428", "6997", "6894", "6776", "7430", "7045", "4081", "10802", "97", "3698", "11706", "2095", "735", "6664", "10017", "11296", "9427", "9284", "7669", "4823", "5676", "3735", "1060", "611", "3500", "4382", "5547", "2248", "10748", "10444" ], "interaction": [ { "item": "5063", "sentiment": "Strong Positive" }, { "item": "6969", "sentiment": "Strong Positive" }, { "item": "7298", "sentiment": "Strong Positive" }, { "item": "6231", "sentiment": "Strong Positive" }, { "item": "5095", "sentiment": "Strong Positive" }, { "item": "5527", "sentiment": "Strong Positive" } ], "user_id": "14" }
{ "recommended": [ "4209", "3572", "1539", "2083", "7278", "387", "9572", "6320", "7026", "777" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11", "1675", "5193", "1902", "8479", "11579", "8425", "10126", "7594", "10294", "9169", "7755", "7620", "5772", "9373", "8167", "9866", "10997", "9269", "9049", "10251", "10567", "286", "80", "1824", "2171", "10920", "1647", "4607", "5836", "8730", "8925", "9660", "3664", "2303", "9183", "438", "3706", "7100", "5974", "568", "3574", "7251", "10459", "1299", "4308", "9966", "4567", "7643", "8974" ], "interaction": [ { "item": "187", "sentiment": "Strong Positive" }, { "item": "3514", "sentiment": "Strong Positive" }, { "item": "8199", "sentiment": "Strong Negative" }, { "item": "10287", "sentiment": "Strong Positive" }, { "item": "1675", "sentiment": "Strong Negative" } ], "user_id": "15" }
{ "recommended": [ "1675", "11", "5193", "1902", "8479", "11579", "8425", "10126", "7594", "10294" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7119", "8185", "11523", "10035", "8741", "312", "6020", "4106", "3467", "3581", "5174", "5259", "7369", "5312", "4699", "7818", "4763", "9154", "6732", "9471", "2893", "8075", "6532", "4599", "1853", "11399", "9309", "8846", "10105", "11134", "3198", "4004", "1982", "1335", "487", "1673", "2946", "9370", "4983", "11304", "2112", "4324", "865", "10906", "4029", "8133", "4586", "1772", "7161", "7550" ], "interaction": [ { "item": "664", "sentiment": "Strong Positive" }, { "item": "2244", "sentiment": "Strong Positive" }, { "item": "2646", "sentiment": "Strong Positive" }, { "item": "7224", "sentiment": "Strong Positive" }, { "item": "8844", "sentiment": "Strong Positive" } ], "user_id": "16" }
{ "recommended": [ "7119", "8185", "11523", "10035", "8741", "312", "6020", "4106", "3467", "3581" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10609", "8587", "8512", "11402", "7619", "7291", "10551", "10823", "2648", "6141", "1108", "1858", "1139", "8297", "10196", "11363", "1571", "9965", "9031", "1206", "2237", "190", "9497", "4712", "138", "2152", "9351", "1194", "9380", "8116", "2466", "847", "8470", "60", "3291", "11739", "518", "8680", "4318", "9493", "378", "11880", "7454", "536", "6461", "3044", "8572", "3901", "2696", "4850" ], "interaction": [ { "item": "6281", "sentiment": "Strong Negative" }, { "item": "8824", "sentiment": "Strong Positive" }, { "item": "11361", "sentiment": "Strong Positive" }, { "item": "13", "sentiment": "Strong Positive" }, { "item": "7122", "sentiment": "Strong Positive" }, { "item": "9432", "sentiment": "Strong Negative" }, { "item": "10035", "sentiment": "Strong Positive" }, { "item": "10230", "sentiment": "Neutral" }, { "item": "10609", "sentiment": "Strong Positive" } ], "user_id": "17" }
{ "recommended": [ "10609", "8587", "8512", "11402", "7619", "7291", "10551", "10823", "2648", "6141" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5209", "929", "959", "1537", "4260", "5188", "1870", "2217", "5249", "5717", "3908", "359", "2551", "6102", "2962", "6321", "6680", "8879", "10347", "2887", "3226", "7817", "2079", "4089", "4539", "685", "1093", "5680", "1041", "2391", "485", "2340", "4184", "10447", "8841", "3891", "7696", "10192", "1972", "6742", "5839", "3436", "7449", "1821", "4848", "8972", "7358", "7248", "3101", "7333" ], "interaction": [ { "item": "8446", "sentiment": "Strong Positive" }, { "item": "9194", "sentiment": "Strong Positive" }, { "item": "9195", "sentiment": "Strong Positive" }, { "item": "10258", "sentiment": "Neutral" }, { "item": "10347", "sentiment": "Strong Positive" } ], "user_id": "18" }
{ "recommended": [ "10347", "5209", "929", "959", "1537", "4260", "5188", "1870", "2217", "5249" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8499", "1349", "18", "3130", "3011", "2388", "3581", "284", "5713", "5698", "1904", "1828", "7744", "1818", "3908", "7568", "8395", "6412", "2379", "7654", "7777", "2515", "11773", "1788", "6220", "477", "5280", "654", "9834", "765", "7756", "4029", "4728", "579", "8591", "4482", "8191", "1567", "9569", "1628", "4453", "9499", "8214", "5084", "11682", "2320", "7133", "5172", "5238", "6638" ], "interaction": [ { "item": "2162", "sentiment": "Strong Positive" }, { "item": "82", "sentiment": "Neutral" }, { "item": "6000", "sentiment": "Strong Positive" }, { "item": "7360", "sentiment": "Strong Positive" }, { "item": "7756", "sentiment": "Strong Positive" } ], "user_id": "19" }
{ "recommended": [ "7756", "8499", "1349", "18", "3130", "3011", "2388", "3581", "284", "5713" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7656", "4744", "6670", "4917", "1915", "5289", "3467", "10354", "8882", "11076", "233", "6239", "7973", "39", "7144", "238", "9224", "11949", "5988", "6772", "7534", "8952", "5406", "5578", "8616", "6452", "4133", "6317", "2389", "2135", "2957", "3502", "5114", "11292", "608", "6725", "9966", "3945", "8148", "1162", "12079", "6666", "7944", "8117", "4928", "4603", "4491", "3919", "8694", "7255" ], "interaction": [ { "item": "6309", "sentiment": "Strong Positive" }, { "item": "7295", "sentiment": "Strong Positive" }, { "item": "437", "sentiment": "Strong Negative" }, { "item": "6789", "sentiment": "Strong Positive" }, { "item": "7656", "sentiment": "Neutral" } ], "user_id": "20" }
{ "recommended": [ "7656", "4744", "6670", "4917", "1915", "5289", "3467", "10354", "8882", "11076" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3734", "3994", "4231", "7505", "2322", "2974", "10043", "1654", "3812", "3787", "7013", "5388", "4650", "777", "190", "1372", "9417", "4043", "8362", "9733", "9217", "411", "5689", "2455", "3811", "99", "1434", "1263", "6440", "6545", "6506", "10315", "586", "8013", "2238", "4923", "4205", "7554", "3522", "628", "3209", "8592", "8177", "2156", "6552", "2231", "3880", "3807", "9155", "10803" ], "interaction": [ { "item": "4505", "sentiment": "Strong Positive" }, { "item": "2100", "sentiment": "Strong Positive" }, { "item": "4748", "sentiment": "Strong Positive" }, { "item": "4958", "sentiment": "Negative" }, { "item": "9417", "sentiment": "Strong Negative" } ], "user_id": "21" }
{ "recommended": [ "9417", "3734", "3994", "4231", "7505", "2322", "2974", "10043", "1654", "3812" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5192", "757", "4003", "1570", "1432", "8170", "11388", "8447", "976", "9816", "4091", "10753", "4462", "11895", "2603", "11670", "5980", "3474", "422", "6457", "3813", "7893", "7254", "6056", "5660", "6340", "1603", "507", "3824", "11351", "570", "6328", "4531", "4834", "2147", "7863", "2610", "933", "6668", "11672", "8601", "2624", "11048", "2946", "452", "4947", "9584", "9709", "1835", "1859" ], "interaction": [ { "item": "331", "sentiment": "Strong Positive" }, { "item": "332", "sentiment": "Strong Negative" }, { "item": "2017", "sentiment": "Strong Positive" }, { "item": "2035", "sentiment": "Strong Positive" }, { "item": "3474", "sentiment": "Strong Positive" } ], "user_id": "22" }
{ "recommended": [ "3474", "5192", "757", "4003", "1570", "1432", "8170", "11388", "8447", "976" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10798", "2083", "1320", "8816", "493", "1168", "8553", "9321", "7072", "3241", "4767", "9846", "39", "11836", "2461", "2018", "2166", "5317", "1447", "6873", "2140", "8211", "5873", "2794", "2981", "1287", "3205", "6482", "1542", "70", "4495", "1460", "3386", "2965", "1070", "3926", "6719", "4449", "468", "426", "9081", "3870", "3965", "6944", "1463", "509", "5092", "831", "11845", "2130" ], "interaction": [ { "item": "4061", "sentiment": "Strong Positive" }, { "item": "7229", "sentiment": "Strong Positive" }, { "item": "8826", "sentiment": "Strong Positive" }, { "item": "10762", "sentiment": "Strong Negative" }, { "item": "10798", "sentiment": "Strong Positive" } ], "user_id": "23" }
{ "recommended": [ "10798", "2083", "1320", "8816", "493", "1168", "8553", "9321", "7072", "3241" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2083", "7454", "9530", "9914", "4336", "963", "9147", "7688", "6606", "7656", "8178", "90", "241", "3821", "213", "985", "6431", "1925", "3215", "2874", "6239", "9807", "5944", "4368", "4802", "6226", "11065", "8992", "1742", "6937", "7158", "7203", "3340", "4380", "11674", "7739", "4312", "8572", "8810", "6094", "4588", "6331", "1071", "3075", "7559", "5299", "11934", "8720", "10404", "886" ], "interaction": [ { "item": "1416", "sentiment": "Strong Positive" }, { "item": "5015", "sentiment": "Strong Negative" }, { "item": "5016", "sentiment": "Negative" }, { "item": "7772", "sentiment": "Neutral" }, { "item": "9914", "sentiment": "Negative" } ], "user_id": "24" }
{ "recommended": [ "9914", "2083", "7454", "9530", "4336", "963", "9147", "7688", "6606", "7656" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3494", "1511", "8565", "8697", "9373", "9419", "9441", "1536", "727", "9562", "18", "2110", "11658", "6765", "3843", "6739", "8143", "6453", "6098", "4427", "9714", "10807", "8785", "6811", "5080", "7884", "2270", "2882", "10710", "2197", "3476", "11359", "11850", "2570", "11735", "7330", "7012", "808", "5023", "4236", "5093", "10438", "5477", "4670", "10845", "883", "8872", "5906", "7576", "4297" ], "interaction": [ { "item": "5605", "sentiment": "Strong Positive" }, { "item": "5145", "sentiment": "Strong Positive" }, { "item": "6050", "sentiment": "Neutral" }, { "item": "9778", "sentiment": "Strong Positive" }, { "item": "15", "sentiment": "Strong Positive" }, { "item": "9562", "sentiment": "Strong Positive" } ], "user_id": "25" }
{ "recommended": [ "9562", "3494", "1511", "8565", "8697", "9373", "9419", "9441", "1536", "727" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5522", "64", "5385", "6050", "2028", "10726", "5519", "8496", "10251", "4584", "4166", "2757", "4975", "8824", "6906", "5501", "2327", "11453", "4513", "11815", "2953", "1056", "5513", "11003", "5209", "1227", "9803", "8440", "2819", "5878", "2077", "3524", "2134", "8327", "5315", "6367", "9287", "2572", "11920", "6242", "1619", "967", "2123", "3403", "4896", "8188", "123", "3401", "1922", "11890" ], "interaction": [ { "item": "11149", "sentiment": "Negative" }, { "item": "5490", "sentiment": "Strong Positive" }, { "item": "5523", "sentiment": "Strong Positive" }, { "item": "8880", "sentiment": "Strong Positive" }, { "item": "11453", "sentiment": "Strong Positive" } ], "user_id": "26" }
{ "recommended": [ "11453", "5522", "64", "5385", "6050", "2028", "10726", "5519", "8496", "10251" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10894", "3994", "1824", "247", "10383", "7488", "10162", "7654", "9746", "10165", "9342", "10098", "2446", "11793", "3747", "7177", "8300", "809", "11879", "1747", "11204", "11306", "6721", "9091", "2044", "4335", "6086", "1037", "229", "10884", "972", "11899", "8629", "402", "1066", "8497", "8878", "5543", "2651", "1684", "6797", "7132", "10856", "5019", "4795", "9672", "9230", "10939", "1646", "3229" ], "interaction": [ { "item": "271", "sentiment": "Strong Positive" }, { "item": "10085", "sentiment": "Strong Positive" }, { "item": "277", "sentiment": "Strong Positive" }, { "item": "4668", "sentiment": "Strong Positive" }, { "item": "8684", "sentiment": "Strong Positive" }, { "item": "9369", "sentiment": "Strong Negative" }, { "item": "10598", "sentiment": "Strong Positive" }, { "item": "3232", "sentiment": "Strong Positive" }, { "item": "8583", "sentiment": "Positive" }, { "item": "8824", "sentiment": "Strong Negative" }, { "item": "10856", "sentiment": "Strong Positive" } ], "user_id": "27" }
{ "recommended": [ "10856", "10894", "3994", "1824", "247", "10383", "7488", "10162", "7654", "9746" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10035", "10856", "8600", "11352", "11515", "7571", "7845", "11138", "4512", "6023", "9925", "11709", "5049", "10062", "11506", "2", "3984", "5796", "7892", "11737", "5594", "11282", "181", "5409", "8830", "9455", "2888", "3051", "6725", "9228", "6496", "5058", "733", "6831", "8281", "5473", "5988", "3034", "1296", "938", "2696", "780", "3134", "2276", "1600", "11466", "424", "3075", "1104", "9541" ], "interaction": [ { "item": "6727", "sentiment": "Strong Positive" }, { "item": "8569", "sentiment": "Strong Negative" }, { "item": "10511", "sentiment": "Strong Negative" }, { "item": "10996", "sentiment": "Strong Negative" }, { "item": "11138", "sentiment": "Strong Positive" } ], "user_id": "28" }
{ "recommended": [ "11138", "10035", "10856", "8600", "11352", "11515", "7571", "7845", "4512", "6023" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10003", "8991", "9579", "9403", "1670", "3941", "6675", "8083", "5404", "4472", "10942", "6668", "5203", "5622", "5799", "739", "6991", "10867", "4133", "4167", "10927", "8300", "12", "11112", "890", "11201", "2943", "3513", "736", "7887", "7282", "313", "10426", "2574", "4562", "8982", "6782", "2230", "6018", "10090", "53", "4661", "4773", "8299", "10844", "737", "5750", "7669", "636", "10304" ], "interaction": [ { "item": "5040", "sentiment": "Strong Positive" }, { "item": "1824", "sentiment": "Strong Positive" }, { "item": "3404", "sentiment": "Neutral" }, { "item": "4733", "sentiment": "Strong Positive" }, { "item": "8990", "sentiment": "Strong Positive" }, { "item": "10003", "sentiment": "Strong Positive" }, { "item": "10942", "sentiment": "Strong Positive" } ], "user_id": "29" }
{ "recommended": [ "10942", "10003", "8991", "9579", "9403", "1670", "3941", "6675", "8083", "5404" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9746", "216", "268", "8201", "4691", "7959", "4101", "165", "8065", "8969", "5820", "784", "1944", "11880", "7824", "792", "8779", "7443", "388", "3435", "7745", "5598", "7496", "3617", "11625", "8315", "380", "9929", "10155", "627", "3906", "10571", "2725", "5043", "1556", "502", "10440", "339", "281", "6994", "6698", "8782", "2421", "9713", "5457", "8122", "11412", "10095", "1262", "4269" ], "interaction": [ { "item": "6903", "sentiment": "Neutral" }, { "item": "6993", "sentiment": "Strong Positive" }, { "item": "8471", "sentiment": "Strong Positive" }, { "item": "6944", "sentiment": "Strong Positive" }, { "item": "2847", "sentiment": "Strong Positive" }, { "item": "688", "sentiment": "Strong Positive" }, { "item": "6251", "sentiment": "Neutral" }, { "item": "7117", "sentiment": "Strong Positive" }, { "item": "9031", "sentiment": "Strong Positive" }, { "item": "9947", "sentiment": "Strong Positive" }, { "item": "10545", "sentiment": "Strong Positive" }, { "item": "185", "sentiment": "Strong Positive" }, { "item": "360", "sentiment": "Strong Positive" }, { "item": "6311", "sentiment": "Strong Positive" }, { "item": "4563", "sentiment": "Neutral" }, { "item": "8122", "sentiment": "Strong Positive" } ], "user_id": "30" }
{ "recommended": [ "8122", "9746", "216", "268", "8201", "4691", "7959", "4101", "165", "8065" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7821", "7119", "6958", "7950", "10022", "7560", "6063", "3130", "6310", "5265", "788", "5660", "940", "11662", "619", "4931", "8292", "822", "9018", "3343", "11135", "9747", "9030", "7590", "6777", "10215", "9498", "11536", "4854", "2081", "805", "2265", "3635", "2372", "7118", "11640", "5126", "1269", "2570", "3535", "1292", "4248", "1850", "8032", "11648", "10247", "246", "2307", "9009", "7616" ], "interaction": [ { "item": "9229", "sentiment": "Strong Positive" }, { "item": "6334", "sentiment": "Strong Positive" }, { "item": "1880", "sentiment": "Strong Positive" }, { "item": "5181", "sentiment": "Neutral" }, { "item": "5194", "sentiment": "Strong Positive" }, { "item": "8243", "sentiment": "Strong Positive" }, { "item": "9534", "sentiment": "Strong Positive" } ], "user_id": "31" }
{ "recommended": [ "7821", "7119", "6958", "7950", "10022", "7560", "6063", "3130", "6310", "5265" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1519", "5797", "2640", "7044", "7333", "8202", "3258", "1118", "1935", "3747", "11376", "3309", "5184", "8103", "5852", "10899", "2617", "4146", "5196", "11288", "2447", "9234", "9435", "8521", "5920", "5549", "7367", "101", "8739", "10698", "10777", "2709", "869", "9462", "1657", "7020", "2111", "1656", "10653", "273", "8575", "3399", "10472", "2793", "8121", "653", "9178", "5711", "748", "3705" ], "interaction": [ { "item": "2245", "sentiment": "Strong Positive" }, { "item": "3803", "sentiment": "Strong Positive" }, { "item": "10239", "sentiment": "Strong Positive" }, { "item": "10778", "sentiment": "Strong Negative" }, { "item": "642", "sentiment": "Strong Positive" }, { "item": "6678", "sentiment": "Strong Positive" }, { "item": "7248", "sentiment": "Strong Positive" }, { "item": "9401", "sentiment": "Strong Positive" } ], "user_id": "32" }
{ "recommended": [ "1519", "5797", "2640", "7044", "7333", "8202", "3258", "1118", "1935", "3747" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8824", "6310", "7012", "2967", "7454", "7896", "11523", "7651", "7087", "10619", "7167", "8380", "7246", "9164", "703", "6882", "5435", "9189", "9615", "7041", "2061", "11515", "6860", "10905", "7699", "5104", "11695", "9504", "4084", "4304", "8622", "5856", "9599", "4499", "2218", "6801", "7607", "10019", "2316", "6142", "9886", "4971", "10789", "1716", "11090", "5652", "1904", "4105", "1983", "8899" ], "interaction": [ { "item": "3143", "sentiment": "Strong Positive" }, { "item": "407", "sentiment": "Strong Positive" }, { "item": "2309", "sentiment": "Strong Positive" }, { "item": "4065", "sentiment": "Strong Positive" }, { "item": "6801", "sentiment": "Strong Positive" } ], "user_id": "33" }
{ "recommended": [ "6801", "8824", "6310", "7012", "2967", "7454", "7896", "11523", "7651", "7087" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7588", "1213", "4237", "3479", "180", "9744", "71", "10896", "3543", "2316", "8002", "7817", "3147", "652", "8569", "2051", "10790", "11376", "3655", "4277", "5907", "5029", "8715", "9351", "4169", "3010", "10676", "7359", "11374", "3836", "3343", "3297", "8849", "5803", "11071", "1189", "3062", "1467", "2069", "8292", "11068", "3698", "6899", "11491", "9884", "2511", "6641", "11209", "9798", "6332" ], "interaction": [ { "item": "5306", "sentiment": "Negative" }, { "item": "24", "sentiment": "Strong Positive" }, { "item": "10454", "sentiment": "Strong Positive" }, { "item": "926", "sentiment": "Neutral" }, { "item": "1990", "sentiment": "Strong Positive" } ], "user_id": "34" }
{ "recommended": [ "7588", "1213", "4237", "3479", "180", "9744", "71", "10896", "3543", "2316" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3851", "9201", "2322", "2758", "7496", "5108", "9338", "6258", "7588", "5170", "1078", "2985", "3801", "3091", "8807", "3566", "556", "7220", "8421", "5947", "9723", "184", "2562", "2390", "3723", "11381", "630", "4833", "3297", "7321", "11466", "9731", "2011", "7768", "597", "8840", "8598", "2216", "10575", "4408", "11714", "6365", "1516", "6784", "4956", "2596", "4460", "1038", "7314", "9129" ], "interaction": [ { "item": "467", "sentiment": "Strong Positive" }, { "item": "491", "sentiment": "Strong Positive" }, { "item": "2244", "sentiment": "Strong Positive" }, { "item": "4310", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Strong Positive" }, { "item": "8218", "sentiment": "Strong Positive" }, { "item": "9195", "sentiment": "Strong Positive" }, { "item": "8485", "sentiment": "Positive" } ], "user_id": "35" }
{ "recommended": [ "3851", "9201", "2322", "2758", "7496", "5108", "9338", "6258", "7588", "5170" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11820", "11817", "1905", "1646", "11648", "120", "3347", "9474", "1934", "10697", "11256", "10522", "4590", "3541", "407", "916", "1309", "2243", "7454", "103", "3134", "4505", "10750", "8937", "10987", "4004", "9979", "11996", "12060", "4579", "7425", "7636", "8213", "5145", "9092", "3442", "10270", "10396", "5606", "11017", "11175", "4986", "8643", "4044", "11094", "8214", "7316", "1014", "2487", "7495" ], "interaction": [ { "item": "3878", "sentiment": "Neutral" }, { "item": "4653", "sentiment": "Strong Positive" }, { "item": "5511", "sentiment": "Strong Positive" }, { "item": "5967", "sentiment": "Strong Positive" }, { "item": "6116", "sentiment": "Strong Positive" }, { "item": "2270", "sentiment": "Neutral" }, { "item": "6003", "sentiment": "Neutral" }, { "item": "6434", "sentiment": "Neutral" }, { "item": "4483", "sentiment": "Strong Positive" }, { "item": "8559", "sentiment": "Neutral" }, { "item": "8730", "sentiment": "Strong Positive" }, { "item": "9456", "sentiment": "Strong Positive" }, { "item": "9460", "sentiment": "Strong Positive" }, { "item": "9592", "sentiment": "Neutral" }, { "item": "8644", "sentiment": "Neutral" }, { "item": "9884", "sentiment": "Neutral" }, { "item": "9251", "sentiment": "Strong Negative" }, { "item": "2619", "sentiment": "Strong Negative" }, { "item": "2620", "sentiment": "Neutral" }, { "item": "9253", "sentiment": "Neutral" }, { "item": "2617", "sentiment": "Neutral" }, { "item": "2618", "sentiment": "Neutral" }, { "item": "4439", "sentiment": "Neutral" }, { "item": "9250", "sentiment": "Strong Negative" }, { "item": "10670", "sentiment": "Neutral" }, { "item": "10698", "sentiment": "Strong Negative" }, { "item": "10702", "sentiment": "Neutral" }, { "item": "3714", "sentiment": "Strong Negative" }, { "item": "10571", "sentiment": "Strong Positive" }, { "item": "10808", "sentiment": "Strong Positive" }, { "item": "8300", "sentiment": "Neutral" }, { "item": "10373", "sentiment": "Neutral" }, { "item": "10374", "sentiment": "Strong Negative" }, { "item": "5091", "sentiment": "Neutral" }, { "item": "5092", "sentiment": "Strong Negative" }, { "item": "6389", "sentiment": "Strong Negative" }, { "item": "5090", "sentiment": "Neutral" }, { "item": "5093", "sentiment": "Strong Negative" }, { "item": "10757", "sentiment": "Neutral" }, { "item": "2054", "sentiment": "Strong Negative" }, { "item": "2311", "sentiment": "Positive" }, { "item": "11811", "sentiment": "Strong Positive" }, { "item": "11766", "sentiment": "Neutral" }, { "item": "11778", "sentiment": "Neutral" }, { "item": "6435", "sentiment": "Neutral" }, { "item": "11735", "sentiment": "Neutral" }, { "item": "11903", "sentiment": "Strong Positive" }, { "item": "11764", "sentiment": "Strong Positive" }, { "item": "2733", "sentiment": "Neutral" }, { "item": "12026", "sentiment": "Neutral" }, { "item": "11820", "sentiment": "Neutral" } ], "user_id": "36" }
{ "recommended": [ "11820", "11817", "1905", "1646", "11648", "120", "3347", "9474", "1934", "10697" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11269", "6452", "10774", "11205", "10130", "20", "6868", "7973", "2765", "5589", "9351", "64", "4031", "2919", "9498", "7827", "5570", "4894", "9453", "2509", "8294", "5421", "6568", "4697", "4319", "9909", "7000", "8440", "3772", "7602", "2972", "9177", "4310", "11149", "1009", "5746", "9981", "6872", "1815", "1862", "4274", "11807", "10625", "3136", "6569", "10098", "10142", "10458", "11722", "6182" ], "interaction": [ { "item": "2925", "sentiment": "Strong Positive" }, { "item": "7818", "sentiment": "Strong Negative" }, { "item": "3114", "sentiment": "Strong Negative" }, { "item": "3704", "sentiment": "Neutral" }, { "item": "4697", "sentiment": "Strong Positive" } ], "user_id": "37" }
{ "recommended": [ "4697", "11269", "6452", "10774", "11205", "10130", "20", "6868", "7973", "2765" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7419", "7993", "3694", "10755", "10480", "11035", "5590", "10566", "10149", "11370", "6659", "435", "6331", "6678", "6553", "4961", "10300", "10477", "5035", "5626", "9599", "1229", "762", "6058", "1976", "6441", "194", "7366", "3576", "9784", "9034", "2011", "4928", "2698", "10521", "1580", "11916", "1555", "2803", "7137", "9002", "6074", "5888", "8239", "9353", "3065", "7572", "5046", "1030", "1714" ], "interaction": [ { "item": "6849", "sentiment": "Neutral" }, { "item": "8559", "sentiment": "Strong Negative" }, { "item": "9585", "sentiment": "Strong Negative" }, { "item": "9590", "sentiment": "Strong Negative" }, { "item": "9592", "sentiment": "Strong Positive" }, { "item": "10528", "sentiment": "Neutral" }, { "item": "10561", "sentiment": "Neutral" }, { "item": "3715", "sentiment": "Strong Positive" }, { "item": "10690", "sentiment": "Strong Positive" }, { "item": "10917", "sentiment": "Strong Negative" }, { "item": "10558", "sentiment": "Strong Positive" }, { "item": "11904", "sentiment": "Strong Negative" }, { "item": "10727", "sentiment": "Strong Positive" }, { "item": "11615", "sentiment": "Strong Positive" }, { "item": "3604", "sentiment": "Strong Positive" }, { "item": "7136", "sentiment": "Strong Positive" }, { "item": "9784", "sentiment": "Neutral" } ], "user_id": "38" }
{ "recommended": [ "9784", "7419", "7993", "3694", "10755", "10480", "11035", "5590", "10566", "10149" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8969", "10136", "8858", "9884", "10479", "6041", "3423", "2703", "4795", "4070", "10178", "7734", "11374", "6829", "11330", "6562", "4321", "10602", "6872", "360", "5915", "4430", "1335", "6655", "11703", "2137", "7811", "768", "6057", "11878", "11734", "7199", "4632", "7515", "9169", "7505", "5114", "8392", "4944", "10769", "4678", "4921", "8148", "396", "7764", "359", "5420", "8339", "1998", "11388" ], "interaction": [ { "item": "5186", "sentiment": "Strong Positive" }, { "item": "5325", "sentiment": "Neutral" }, { "item": "5326", "sentiment": "Strong Positive" }, { "item": "5394", "sentiment": "Strong Positive" }, { "item": "6495", "sentiment": "Neutral" }, { "item": "7724", "sentiment": "Strong Positive" }, { "item": "5802", "sentiment": "Strong Positive" }, { "item": "6032", "sentiment": "Strong Positive" }, { "item": "7652", "sentiment": "Strong Positive" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "8969", "sentiment": "Strong Positive" } ], "user_id": "39" }
{ "recommended": [ "8969", "10136", "8858", "9884", "10479", "6041", "3423", "2703", "4795", "4070" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8969", "10618", "11273", "9841", "8615", "3907", "11141", "9759", "3073", "11051", "5500", "6641", "10168", "267", "7316", "4526", "10803", "840", "7723", "8435", "11293", "10315", "210", "283", "8814", "6966", "2722", "9968", "9480", "4767", "8599", "2993", "2644", "1989", "7142", "798", "652", "7245", "679", "11816", "127", "5201", "8233", "9716", "3373", "295", "6830", "780", "7442", "6002" ], "interaction": [ { "item": "9735", "sentiment": "Strong Positive" }, { "item": "10004", "sentiment": "Strong Positive" }, { "item": "5519", "sentiment": "Strong Positive" }, { "item": "8967", "sentiment": "Strong Positive" }, { "item": "8969", "sentiment": "Strong Positive" } ], "user_id": "40" }
{ "recommended": [ "8969", "10618", "11273", "9841", "8615", "3907", "11141", "9759", "3073", "11051" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6203", "10246", "7774", "3131", "2895", "879", "703", "4681", "4779", "936", "10538", "1394", "2399", "2236", "4392", "7642", "3196", "1694", "4081", "4181", "6848", "1129", "575", "2557", "3609", "3601", "9398", "6426", "5952", "9387", "3533", "9103", "674", "2661", "5340", "7887", "4831", "832", "4633", "8351", "6942", "8824", "1954", "2854", "176", "6122", "4269", "1294", "7576", "2380" ], "interaction": [ { "item": "2464", "sentiment": "Strong Positive" }, { "item": "6858", "sentiment": "Strong Negative" }, { "item": "6862", "sentiment": "Strong Negative" }, { "item": "6865", "sentiment": "Strong Negative" }, { "item": "9387", "sentiment": "Neutral" } ], "user_id": "41" }
{ "recommended": [ "9387", "6203", "10246", "7774", "3131", "2895", "879", "703", "4681", "4779" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8480", "10487", "6772", "9123", "2100", "7044", "4640", "8999", "819", "3222", "28", "9688", "1633", "4499", "7728", "5737", "3465", "7550", "9913", "7561", "5056", "7384", "2910", "9413", "8055", "113", "2809", "6470", "1896", "7087", "3663", "4576", "6743", "7081", "11482", "9265", "2227", "6882", "193", "2870", "6468", "3480", "6659", "11317", "685", "10711", "10611", "10933", "9690", "2372" ], "interaction": [ { "item": "5522", "sentiment": "Strong Positive" }, { "item": "2513", "sentiment": "Strong Positive" }, { "item": "5023", "sentiment": "Strong Positive" }, { "item": "6397", "sentiment": "Strong Positive" }, { "item": "6402", "sentiment": "Strong Positive" }, { "item": "9688", "sentiment": "Strong Positive" } ], "user_id": "42" }
{ "recommended": [ "9688", "8480", "10487", "6772", "9123", "2100", "7044", "4640", "8999", "819" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10864", "6325", "11004", "5492", "4735", "9077", "11808", "6810", "10166", "3844", "11341", "8984", "10510", "10000", "11506", "11051", "11375", "8348", "58", "918", "5796", "4454", "51", "11466", "5171", "5974", "6012", "1801", "8856", "1414", "8316", "7906", "9482", "7253", "2464", "12043", "7241", "5584", "5872", "12053", "7838", "11962", "2885", "9442", "3170", "5096", "750", "6421", "10098", "11261" ], "interaction": [ { "item": "5977", "sentiment": "Strong Positive" }, { "item": "5987", "sentiment": "Strong Positive" }, { "item": "9034", "sentiment": "Strong Positive" }, { "item": "10632", "sentiment": "Strong Positive" }, { "item": "11186", "sentiment": "Strong Positive" }, { "item": "4549", "sentiment": "Strong Positive" }, { "item": "8990", "sentiment": "Strong Positive" }, { "item": "9077", "sentiment": "Strong Positive" } ], "user_id": "43" }
{ "recommended": [ "9077", "10864", "6325", "11004", "5492", "4735", "11808", "6810", "10166", "3844" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9491", "2096", "10746", "9038", "8737", "6325", "3623", "3209", "458", "8700", "8980", "6399", "7492", "4319", "8711", "10589", "7131", "593", "353", "9595", "11443", "4544", "6382", "2482", "6461", "150", "818", "8918", "4330", "3549", "9099", "4905", "11698", "2847", "3300", "11892", "9244", "11998", "4690", "5755", "4571", "4550", "5693", "3427", "8882", "6995", "8998", "10952", "11794", "7076" ], "interaction": [ { "item": "893", "sentiment": "Strong Positive" }, { "item": "11411", "sentiment": "Strong Positive" }, { "item": "8635", "sentiment": "Strong Positive" }, { "item": "3563", "sentiment": "Neutral" }, { "item": "5132", "sentiment": "Strong Positive" }, { "item": "8150", "sentiment": "Strong Positive" }, { "item": "10106", "sentiment": "Strong Positive" }, { "item": "11249", "sentiment": "Strong Positive" }, { "item": "10435", "sentiment": "Strong Positive" }, { "item": "2038", "sentiment": "Strong Positive" }, { "item": "7130", "sentiment": "Strong Positive" }, { "item": "8227", "sentiment": "Strong Positive" }, { "item": "6461", "sentiment": "Strong Positive" } ], "user_id": "44" }
{ "recommended": [ "6461", "9491", "2096", "10746", "9038", "8737", "6325", "3623", "3209", "458" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4015", "126", "3181", "6536", "8086", "1489", "3737", "6484", "2217", "2674", "233", "4678", "9373", "10607", "3708", "6533", "9674", "8997", "6454", "208", "9756", "9591", "5158", "5383", "5920", "11058", "10043", "5011", "3324", "1203", "2800", "1930", "12091", "2921", "1792", "922", "5985", "6902", "6996", "6541", "3534", "10485", "6692", "6667", "9420", "8079", "5402", "11007", "1014", "5050" ], "interaction": [ { "item": "2308", "sentiment": "Strong Positive" }, { "item": "327", "sentiment": "Strong Positive" }, { "item": "11082", "sentiment": "Strong Positive" }, { "item": "12001", "sentiment": "Strong Positive" }, { "item": "1904", "sentiment": "Strong Positive" }, { "item": "5170", "sentiment": "Strong Positive" }, { "item": "6360", "sentiment": "Strong Positive" }, { "item": "10464", "sentiment": "Strong Positive" } ], "user_id": "45" }
{ "recommended": [ "4015", "126", "3181", "6536", "8086", "1489", "3737", "6484", "2217", "2674" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "537", "1562", "11816", "1454", "602", "7747", "9007", "11670", "2210", "10480", "1735", "9498", "1290", "417", "2363", "6402", "5833", "7063", "12088", "4611", "11106", "205", "4675", "1118", "9195", "8233", "11703", "5611", "11682", "2383", "1994", "3352", "8345", "3466", "7989", "11817", "829", "11646", "7614", "4056", "8376", "10763", "474", "11585", "11836", "11697", "1380", "3424", "1218", "4273" ], "interaction": [ { "item": "227", "sentiment": "Strong Positive" }, { "item": "3897", "sentiment": "Strong Positive" }, { "item": "6804", "sentiment": "Strong Positive" }, { "item": "6807", "sentiment": "Strong Positive" }, { "item": "537", "sentiment": "Neutral" } ], "user_id": "46" }
{ "recommended": [ "537", "1562", "11816", "1454", "602", "7747", "9007", "11670", "2210", "10480" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12066", "11808", "11878", "408", "10266", "5430", "3879", "11264", "8043", "12071", "7022", "11538", "1636", "9580", "1240", "9465", "8632", "4450", "85", "1660", "7141", "9864", "6147", "10168", "9360", "5646", "715", "1447", "3905", "6037", "9044", "8117", "2621", "1503", "11967", "2327", "1657", "5671", "9303", "7108", "5086", "84", "1776", "5231", "6198", "9082", "486", "9685", "8336", "1737" ], "interaction": [ { "item": "11651", "sentiment": "Strong Positive" }, { "item": "11939", "sentiment": "Strong Positive" }, { "item": "11874", "sentiment": "Strong Positive" }, { "item": "11791", "sentiment": "Strong Positive" }, { "item": "12066", "sentiment": "Strong Positive" } ], "user_id": "47" }
{ "recommended": [ "12066", "11808", "11878", "408", "10266", "5430", "3879", "11264", "8043", "12071" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10188", "10065", "8027", "9001", "7488", "11067", "9490", "8090", "11600", "4911", "10853", "9795", "4231", "10252", "10821", "9676", "215", "11053", "4016", "5762", "11112", "7261", "1459", "8375", "8720", "5736", "10709", "2445", "8814", "5466", "6991", "11139", "12033", "9082", "4720", "622", "7572", "11135", "1309", "7145", "7516", "6337", "11867", "6998", "306", "9964", "7764", "4997", "9275", "1156" ], "interaction": [ { "item": "4880", "sentiment": "Positive" }, { "item": "664", "sentiment": "Strong Positive" }, { "item": "727", "sentiment": "Neutral" }, { "item": "9763", "sentiment": "Neutral" }, { "item": "10163", "sentiment": "Neutral" }, { "item": "8824", "sentiment": "Neutral" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "8124", "sentiment": "Neutral" }, { "item": "9369", "sentiment": "Strong Positive" }, { "item": "9620", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Strong Negative" }, { "item": "8851", "sentiment": "Strong Positive" }, { "item": "10106", "sentiment": "Strong Positive" }, { "item": "3426", "sentiment": "Strong Negative" }, { "item": "8099", "sentiment": "Positive" }, { "item": "8150", "sentiment": "Neutral" }, { "item": "9110", "sentiment": "Strong Positive" }, { "item": "9836", "sentiment": "Strong Positive" }, { "item": "9853", "sentiment": "Strong Positive" }, { "item": "10000", "sentiment": "Strong Positive" }, { "item": "10134", "sentiment": "Strong Positive" }, { "item": "10148", "sentiment": "Strong Positive" }, { "item": "10178", "sentiment": "Strong Negative" }, { "item": "10223", "sentiment": "Strong Positive" }, { "item": "10632", "sentiment": "Strong Positive" }, { "item": "11141", "sentiment": "Strong Positive" }, { "item": "11447", "sentiment": "Strong Positive" }, { "item": "5578", "sentiment": "Strong Positive" }, { "item": "11005", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Positive" }, { "item": "9279", "sentiment": "Strong Positive" }, { "item": "10746", "sentiment": "Strong Positive" }, { "item": "7130", "sentiment": "Strong Negative" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "11600", "sentiment": "Strong Positive" } ], "user_id": "48" }
{ "recommended": [ "11600", "10188", "10065", "8027", "9001", "7488", "11067", "9490", "8090", "4911" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11801", "6273", "847", "2899", "9317", "9325", "4483", "10275", "133", "9768", "5988", "4051", "4046", "2460", "1854", "3197", "293", "2720", "8155", "11955", "6840", "543", "10946", "7653", "6966", "5666", "3471", "7409", "4514", "417", "5199", "7827", "5766", "494", "8557", "815", "6259", "3740", "4460", "3584", "3310", "1907", "6739", "4518", "8062", "5103", "7723", "6355", "5807", "5318" ], "interaction": [ { "item": "917", "sentiment": "Strong Positive" }, { "item": "1492", "sentiment": "Strong Negative" }, { "item": "2045", "sentiment": "Strong Negative" }, { "item": "3081", "sentiment": "Strong Positive" }, { "item": "4263", "sentiment": "Strong Negative" }, { "item": "6388", "sentiment": "Strong Negative" }, { "item": "9083", "sentiment": "Strong Positive" }, { "item": "9088", "sentiment": "Strong Negative" }, { "item": "10335", "sentiment": "Strong Positive" }, { "item": "10356", "sentiment": "Strong Negative" }, { "item": "10865", "sentiment": "Strong Positive" }, { "item": "55", "sentiment": "Strong Positive" }, { "item": "8562", "sentiment": "Strong Negative" }, { "item": "3163", "sentiment": "Strong Positive" }, { "item": "3433", "sentiment": "Strong Positive" }, { "item": "1254", "sentiment": "Strong Positive" }, { "item": "3928", "sentiment": "Strong Positive" }, { "item": "3071", "sentiment": "Strong Negative" }, { "item": "10667", "sentiment": "Strong Negative" }, { "item": "8807", "sentiment": "Neutral" }, { "item": "4661", "sentiment": "Strong Negative" }, { "item": "4573", "sentiment": "Strong Positive" }, { "item": "6946", "sentiment": "Strong Positive" }, { "item": "1854", "sentiment": "Neutral" } ], "user_id": "49" }
{ "recommended": [ "1854", "11801", "6273", "847", "2899", "9317", "9325", "4483", "10275", "133" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5172", "659", "353", "7488", "2450", "5514", "7367", "6530", "694", "6801", "6717", "3516", "10062", "3101", "2100", "4418", "10428", "734", "12024", "4197", "8027", "3292", "1021", "9584", "8180", "7518", "3697", "2198", "5347", "9980", "9882", "5749", "9364", "3258", "4998", "4567", "6933", "5397", "1836", "7513", "2320", "9093", "6810", "3627", "811", "10792", "8389", "9857", "6742", "5821" ], "interaction": [ { "item": "3013", "sentiment": "Strong Positive" }, { "item": "9244", "sentiment": "Strong Positive" }, { "item": "1690", "sentiment": "Strong Positive" }, { "item": "2423", "sentiment": "Strong Positive" }, { "item": "10428", "sentiment": "Strong Positive" } ], "user_id": "50" }
{ "recommended": [ "10428", "5172", "659", "353", "7488", "2450", "5514", "7367", "6530", "694" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5007", "4012", "6926", "6275", "7982", "10745", "6060", "7712", "2460", "3261", "5421", "9266", "8930", "9164", "6158", "4508", "3400", "10373", "909", "2112", "8202", "398", "3699", "1431", "2377", "573", "2881", "2666", "4356", "8286", "11403", "507", "5176", "6657", "4075", "4974", "9312", "7019", "1544", "8888", "10896", "6816", "8945", "2053", "7324", "6339", "10738", "3136", "2038", "383" ], "interaction": [ { "item": "2577", "sentiment": "Strong Positive" }, { "item": "53", "sentiment": "Negative" }, { "item": "485", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Strong Positive" }, { "item": "4712", "sentiment": "Strong Positive" }, { "item": "8035", "sentiment": "Neutral" } ], "user_id": "51" }
{ "recommended": [ "5007", "4012", "6926", "6275", "7982", "10745", "6060", "7712", "2460", "3261" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9826", "11283", "2440", "5412", "1248", "1797", "9770", "9347", "9778", "8275", "511", "4541", "6260", "7355", "2012", "4465", "6076", "2298", "7568", "4703", "6048", "2017", "2002", "8962", "4647", "5126", "7151", "5822", "2287", "4737", "359", "11972", "3039", "4760", "4897", "2682", "5808", "5882", "5837", "5357", "1408", "6446", "10230", "6799", "2444", "11767", "2616", "867", "3777", "7504" ], "interaction": [ { "item": "1734", "sentiment": "Strong Positive" }, { "item": "2933", "sentiment": "Strong Positive" }, { "item": "4180", "sentiment": "Strong Negative" }, { "item": "1492", "sentiment": "Neutral" }, { "item": "6142", "sentiment": "Negative" }, { "item": "10995", "sentiment": "Strong Positive" }, { "item": "10436", "sentiment": "Neutral" }, { "item": "595", "sentiment": "Strong Positive" }, { "item": "11554", "sentiment": "Strong Negative" }, { "item": "3663", "sentiment": "Neutral" }, { "item": "11060", "sentiment": "Strong Positive" } ], "user_id": "52" }
{ "recommended": [ "9826", "11283", "2440", "5412", "1248", "1797", "9770", "9347", "9778", "8275" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8766", "6259", "7389", "6677", "5954", "2940", "11856", "7218", "4538", "5317", "5098", "5890", "11586", "7818", "7959", "6260", "5267", "11513", "2330", "5043", "6175", "6545", "2092", "890", "11882", "11415", "1062", "11542", "5702", "10054", "10589", "12042", "6969", "11079", "2230", "5313", "2737", "2545", "5952", "8411", "1582", "7584", "12007", "1006", "397", "9068", "10717", "3395", "10436", "5997" ], "interaction": [ { "item": "772", "sentiment": "Strong Positive" }, { "item": "1930", "sentiment": "Strong Positive" }, { "item": "2639", "sentiment": "Positive" }, { "item": "3927", "sentiment": "Positive" }, { "item": "2501", "sentiment": "Strong Negative" }, { "item": "9568", "sentiment": "Negative" }, { "item": "7218", "sentiment": "Strong Negative" } ], "user_id": "53" }
{ "recommended": [ "7218", "8766", "6259", "7389", "6677", "5954", "2940", "11856", "4538", "5317" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8824", "8647", "6294", "10405", "2890", "9488", "209", "10938", "1315", "11040", "11853", "7536", "10116", "8689", "9342", "2653", "5517", "4248", "8767", "57", "11226", "2630", "11154", "9044", "3810", "10710", "4219", "10769", "11832", "8197", "9578", "3633", "3465", "11529", "1669", "7270", "7952", "10897", "5639", "5351", "5269", "2425", "6860", "6497", "9083", "3732", "4500", "4102", "9710", "7621" ], "interaction": [ { "item": "341", "sentiment": "Strong Positive" }, { "item": "8279", "sentiment": "Strong Positive" }, { "item": "2440", "sentiment": "Strong Positive" }, { "item": "5257", "sentiment": "Strong Positive" }, { "item": "6086", "sentiment": "Strong Positive" }, { "item": "8234", "sentiment": "Strong Positive" }, { "item": "8824", "sentiment": "Strong Negative" }, { "item": "8647", "sentiment": "Strong Positive" } ], "user_id": "54" }
{ "recommended": [ "8647", "8824", "6294", "10405", "2890", "9488", "209", "10938", "1315", "11040" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7238", "7416", "477", "3944", "28", "10864", "5188", "44", "2152", "7307", "10273", "7771", "4635", "1260", "1214", "3718", "4713", "2236", "501", "9891", "1743", "6585", "3603", "1078", "10812", "11451", "3467", "7095", "5668", "11098", "3714", "7655", "9161", "6743", "1393", "6370", "9560", "5355", "4449", "3917", "8101", "917", "7005", "3777", "9350", "89", "6239", "606", "11898", "8974" ], "interaction": [ { "item": "4169", "sentiment": "Strong Positive" }, { "item": "3358", "sentiment": "Strong Positive" }, { "item": "6328", "sentiment": "Negative" }, { "item": "7419", "sentiment": "Neutral" }, { "item": "3421", "sentiment": "Positive" }, { "item": "6953", "sentiment": "Strong Positive" }, { "item": "8575", "sentiment": "Strong Positive" }, { "item": "9600", "sentiment": "Strong Positive" }, { "item": "5106", "sentiment": "Strong Positive" }, { "item": "5107", "sentiment": "Strong Positive" }, { "item": "5188", "sentiment": "Strong Positive" } ], "user_id": "55" }
{ "recommended": [ "5188", "7238", "7416", "477", "3944", "28", "10864", "44", "2152", "7307" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11304", "11679", "7840", "1419", "11473", "3297", "6813", "1043", "3237", "9974", "3603", "6717", "5133", "8476", "3186", "11151", "11898", "1880", "7856", "5475", "6425", "6875", "2224", "5992", "848", "12048", "2587", "1030", "10789", "7795", "918", "11625", "6743", "944", "9797", "11023", "10575", "7", "2369", "4031", "3830", "3256", "1189", "3750", "4261", "7882", "3810", "2835", "6946", "126" ], "interaction": [ { "item": "6484", "sentiment": "Strong Positive" }, { "item": "7317", "sentiment": "Strong Positive" }, { "item": "7614", "sentiment": "Strong Positive" }, { "item": "5533", "sentiment": "Positive" }, { "item": "2175", "sentiment": "Neutral" }, { "item": "6458", "sentiment": "Strong Positive" }, { "item": "7479", "sentiment": "Strong Positive" }, { "item": "3113", "sentiment": "Neutral" }, { "item": "8416", "sentiment": "Strong Positive" }, { "item": "7972", "sentiment": "Strong Positive" }, { "item": "9292", "sentiment": "Strong Positive" }, { "item": "8347", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Negative" }, { "item": "5858", "sentiment": "Strong Positive" }, { "item": "10055", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Strong Positive" }, { "item": "4665", "sentiment": "Strong Positive" }, { "item": "3463", "sentiment": "Strong Positive" }, { "item": "6523", "sentiment": "Strong Positive" }, { "item": "253", "sentiment": "Strong Positive" }, { "item": "555", "sentiment": "Strong Positive" }, { "item": "3018", "sentiment": "Strong Positive" }, { "item": "8737", "sentiment": "Strong Positive" }, { "item": "1544", "sentiment": "Negative" }, { "item": "2549", "sentiment": "Strong Positive" }, { "item": "10416", "sentiment": "Strong Positive" }, { "item": "8346", "sentiment": "Strong Positive" }, { "item": "4672", "sentiment": "Positive" }, { "item": "8738", "sentiment": "Strong Positive" }, { "item": "10731", "sentiment": "Strong Positive" }, { "item": "10827", "sentiment": "Strong Negative" }, { "item": "11248", "sentiment": "Strong Negative" }, { "item": "1468", "sentiment": "Strong Positive" }, { "item": "3602", "sentiment": "Strong Positive" }, { "item": "4955", "sentiment": "Strong Positive" }, { "item": "5843", "sentiment": "Neutral" }, { "item": "6486", "sentiment": "Strong Positive" }, { "item": "3594", "sentiment": "Strong Negative" }, { "item": "6462", "sentiment": "Strong Positive" }, { "item": "6465", "sentiment": "Strong Positive" }, { "item": "6487", "sentiment": "Strong Positive" }, { "item": "6973", "sentiment": "Strong Positive" }, { "item": "6403", "sentiment": "Strong Positive" }, { "item": "6461", "sentiment": "Positive" }, { "item": "6616", "sentiment": "Strong Positive" }, { "item": "7459", "sentiment": "Negative" }, { "item": "11923", "sentiment": "Strong Positive" }, { "item": "11894", "sentiment": "Neutral" }, { "item": "868", "sentiment": "Positive" }, { "item": "6858", "sentiment": "Strong Positive" }, { "item": "10839", "sentiment": "Strong Positive" }, { "item": "3208", "sentiment": "Strong Positive" }, { "item": "6946", "sentiment": "Strong Positive" } ], "user_id": "56" }
{ "recommended": [ "6946", "11304", "11679", "7840", "1419", "11473", "3297", "6813", "1043", "3237" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1819", "10811", "4282", "1139", "3101", "9219", "139", "6393", "8385", "11703", "2877", "10163", "7101", "9963", "6835", "207", "1912", "6860", "3344", "5034", "7568", "11282", "10021", "11858", "951", "3991", "4075", "9549", "7048", "4211", "3730", "8802", "9030", "6178", "6555", "3382", "3272", "932", "7093", "11548", "9507", "313", "8598", "431", "11880", "8870", "367", "2471", "10039", "3257" ], "interaction": [ { "item": "688", "sentiment": "Strong Positive" }, { "item": "739", "sentiment": "Neutral" }, { "item": "3848", "sentiment": "Strong Positive" }, { "item": "5293", "sentiment": "Neutral" }, { "item": "7512", "sentiment": "Strong Positive" } ], "user_id": "57" }
{ "recommended": [ "1819", "10811", "4282", "1139", "3101", "9219", "139", "6393", "8385", "11703" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5192", "3439", "241", "6824", "6757", "7568", "1713", "4678", "6325", "1915", "2568", "5983", "187", "10579", "2521", "6394", "6594", "5809", "2422", "5714", "7", "4034", "1441", "3773", "1299", "1759", "7991", "5932", "6418", "3740", "1619", "7292", "1634", "162", "11402", "4544", "4523", "10248", "725", "10765", "3451", "11803", "8897", "6624", "7362", "6476", "2228", "6918", "7653", "6524" ], "interaction": [ { "item": "4023", "sentiment": "Strong Positive" }, { "item": "2898", "sentiment": "Strong Positive" }, { "item": "6149", "sentiment": "Strong Positive" }, { "item": "5197", "sentiment": "Strong Negative" }, { "item": "1915", "sentiment": "Strong Positive" } ], "user_id": "58" }
{ "recommended": [ "1915", "5192", "3439", "241", "6824", "6757", "7568", "1713", "4678", "6325" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5926", "1190", "4212", "6530", "9787", "2678", "1646", "4463", "8673", "2925", "8575", "8998", "3867", "7049", "4235", "686", "7824", "3994", "847", "4773", "7865", "4085", "543", "870", "8610", "5799", "11121", "6446", "4887", "1543", "6905", "1788", "9547", "2267", "4239", "7628", "3629", "2230", "6793", "3682", "6823", "3910", "9449", "3098", "9121", "3133", "8242", "1960", "6136", "5477" ], "interaction": [ { "item": "2722", "sentiment": "Strong Positive" }, { "item": "6208", "sentiment": "Strong Positive" }, { "item": "6700", "sentiment": "Negative" }, { "item": "7003", "sentiment": "Strong Positive" }, { "item": "7937", "sentiment": "Strong Positive" }, { "item": "199", "sentiment": "Strong Positive" }, { "item": "5384", "sentiment": "Strong Positive" }, { "item": "1464", "sentiment": "Strong Positive" }, { "item": "330", "sentiment": "Strong Positive" }, { "item": "5535", "sentiment": "Neutral" }, { "item": "3209", "sentiment": "Strong Positive" }, { "item": "2925", "sentiment": "Strong Positive" } ], "user_id": "59" }
{ "recommended": [ "2925", "5926", "1190", "4212", "6530", "9787", "2678", "1646", "4463", "8673" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "653", "7039", "71", "120", "5033", "2833", "7009", "4186", "5732", "5237", "2745", "9499", "9199", "4465", "7961", "8372", "2228", "8", "2650", "2156", "5046", "10039", "9223", "2898", "85", "342", "5164", "7437", "11817", "188", "3429", "5903", "70", "413", "2316", "7507", "4547", "2347", "11121", "4627", "11145", "8050", "6693", "851", "2065", "5407", "3553", "9767", "2438", "4914" ], "interaction": [ { "item": "5954", "sentiment": "Strong Positive" }, { "item": "2022", "sentiment": "Strong Positive" }, { "item": "4056", "sentiment": "Strong Positive" }, { "item": "7565", "sentiment": "Negative" }, { "item": "6869", "sentiment": "Strong Positive" }, { "item": "7001", "sentiment": "Strong Negative" }, { "item": "1768", "sentiment": "Strong Negative" }, { "item": "4187", "sentiment": "Neutral" } ], "user_id": "60" }
{ "recommended": [ "653", "7039", "71", "120", "5033", "2833", "7009", "4186", "5732", "5237" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9165", "387", "1328", "2742", "4463", "11939", "1404", "7673", "7471", "3616", "641", "5552", "7496", "9217", "4712", "3543", "10611", "679", "8285", "11288", "12042", "722", "298", "504", "9888", "3910", "1421", "10471", "2356", "8651", "6394", "2238", "9546", "2081", "9308", "8671", "11958", "7067", "8908", "3921", "338", "4424", "5455", "5132", "6772", "3097", "2724", "8397", "4354", "7361" ], "interaction": [ { "item": "720", "sentiment": "Strong Positive" }, { "item": "770", "sentiment": "Strong Negative" }, { "item": "1802", "sentiment": "Strong Positive" }, { "item": "2708", "sentiment": "Strong Negative" }, { "item": "3036", "sentiment": "Strong Positive" }, { "item": "7768", "sentiment": "Strong Positive" }, { "item": "9633", "sentiment": "Strong Positive" }, { "item": "2922", "sentiment": "Strong Negative" }, { "item": "6359", "sentiment": "Strong Positive" }, { "item": "6673", "sentiment": "Negative" } ], "user_id": "61" }
{ "recommended": [ "9165", "387", "1328", "2742", "4463", "11939", "1404", "7673", "7471", "3616" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "209", "4650", "7704", "10140", "1751", "4350", "4588", "1500", "3013", "2678", "4877", "6235", "4672", "3100", "6490", "2689", "1179", "9011", "1447", "9104", "7217", "9590", "1697", "2211", "11442", "11523", "8785", "8998", "7006", "4594", "511", "192", "9364", "5746", "5551", "122", "6371", "6708", "3501", "10483", "2104", "6025", "10943", "835", "11779", "199", "8964", "8638", "10213", "4852" ], "interaction": [ { "item": "680", "sentiment": "Neutral" }, { "item": "1601", "sentiment": "Strong Positive" }, { "item": "4475", "sentiment": "Strong Positive" }, { "item": "6965", "sentiment": "Strong Positive" }, { "item": "8784", "sentiment": "Neutral" }, { "item": "8785", "sentiment": "Strong Positive" } ], "user_id": "62" }
{ "recommended": [ "8785", "209", "4650", "7704", "10140", "1751", "4350", "4588", "1500", "3013" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5182", "5780", "331", "670", "1078", "912", "191", "188", "3844", "2628", "4746", "9267", "1336", "9454", "2361", "7068", "11892", "6928", "4701", "9209", "11455", "12033", "1950", "2938", "1120", "3502", "14", "10920", "11325", "8515", "4261", "11493", "1385", "3173", "7610", "775", "2544", "5575", "7356", "5436", "6396", "1351", "4260", "3567", "1155", "12010", "1763", "4246", "4161", "7070" ], "interaction": [ { "item": "844", "sentiment": "Strong Positive" }, { "item": "1507", "sentiment": "Strong Positive" }, { "item": "1508", "sentiment": "Strong Negative" }, { "item": "3066", "sentiment": "Strong Positive" }, { "item": "9035", "sentiment": "Strong Positive" } ], "user_id": "63" }
{ "recommended": [ "5182", "5780", "331", "670", "1078", "912", "191", "188", "3844", "2628" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10442", "11780", "11519", "11281", "3450", "10292", "150", "7298", "2922", "8150", "8802", "4765", "12031", "11854", "12015", "39", "1519", "6967", "8042", "630", "1093", "1636", "6350", "10006", "1107", "12076", "3442", "10597", "2428", "5455", "5507", "1503", "1172", "7841", "7965", "6016", "8151", "7049", "818", "8417", "1581", "2332", "8500", "5909", "8484", "8143", "2938", "1816", "520", "5251" ], "interaction": [ { "item": "3182", "sentiment": "Strong Positive" }, { "item": "3348", "sentiment": "Strong Negative" }, { "item": "5511", "sentiment": "Negative" }, { "item": "9584", "sentiment": "Strong Positive" }, { "item": "9587", "sentiment": "Strong Positive" }, { "item": "9595", "sentiment": "Strong Positive" }, { "item": "10698", "sentiment": "Strong Positive" }, { "item": "9086", "sentiment": "Strong Positive" }, { "item": "10699", "sentiment": "Strong Negative" }, { "item": "10571", "sentiment": "Strong Positive" }, { "item": "10812", "sentiment": "Strong Positive" }, { "item": "10896", "sentiment": "Neutral" }, { "item": "10164", "sentiment": "Strong Positive" }, { "item": "10669", "sentiment": "Strong Positive" }, { "item": "10752", "sentiment": "Strong Positive" }, { "item": "10753", "sentiment": "Strong Positive" }, { "item": "5090", "sentiment": "Strong Positive" }, { "item": "11054", "sentiment": "Strong Positive" }, { "item": "8977", "sentiment": "Strong Positive" }, { "item": "8976", "sentiment": "Strong Positive" }, { "item": "1291", "sentiment": "Positive" }, { "item": "11765", "sentiment": "Strong Positive" }, { "item": "11766", "sentiment": "Neutral" }, { "item": "11771", "sentiment": "Strong Positive" }, { "item": "11802", "sentiment": "Strong Negative" }, { "item": "11803", "sentiment": "Strong Positive" }, { "item": "11780", "sentiment": "Neutral" } ], "user_id": "64" }
{ "recommended": [ "11780", "10442", "11519", "11281", "3450", "10292", "150", "7298", "2922", "8150" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9120", "6526", "8615", "9127", "6678", "255", "1365", "9192", "8009", "1228", "2864", "5731", "5328", "7000", "7936", "9529", "10968", "9311", "6861", "7916", "395", "4319", "8800", "3566", "9108", "4989", "5766", "265", "8119", "2880", "7783", "3424", "9346", "7974", "9682", "4598", "7237", "7293", "7239", "10213", "9415", "2503", "4284", "6021", "10904", "7769", "1491", "118", "7472", "148" ], "interaction": [ { "item": "3549", "sentiment": "Strong Positive" }, { "item": "6433", "sentiment": "Strong Positive" }, { "item": "6434", "sentiment": "Strong Negative" }, { "item": "2472", "sentiment": "Negative" }, { "item": "323", "sentiment": "Positive" }, { "item": "9561", "sentiment": "Neutral" }, { "item": "10950", "sentiment": "Strong Positive" } ], "user_id": "65" }
{ "recommended": [ "9120", "6526", "8615", "9127", "6678", "255", "1365", "9192", "8009", "1228" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11051", "4458", "454", "57", "2312", "4526", "11655", "10827", "8711", "9803", "4802", "9634", "2709", "7782", "4581", "11540", "5396", "1484", "4340", "1174", "6025", "4392", "9154", "2255", "940", "5547", "11417", "6215", "6550", "8423", "2835", "10207", "6276", "7748", "6001", "9333", "10970", "2446", "11730", "3009", "223", "9489", "4539", "2789", "2904", "4585", "2578", "1757", "11337", "6488" ], "interaction": [ { "item": "1927", "sentiment": "Neutral" }, { "item": "103", "sentiment": "Neutral" }, { "item": "263", "sentiment": "Strong Positive" }, { "item": "553", "sentiment": "Strong Positive" }, { "item": "3773", "sentiment": "Neutral" }, { "item": "7847", "sentiment": "Strong Negative" }, { "item": "454", "sentiment": "Neutral" } ], "user_id": "66" }
{ "recommended": [ "454", "11051", "4458", "57", "2312", "4526", "11655", "10827", "8711", "9803" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9088", "9943", "7356", "8969", "971", "1596", "5487", "10634", "9035", "2345", "2873", "10145", "6965", "2028", "2636", "6609", "1417", "11850", "5790", "6621", "43", "5957", "7253", "2914", "1463", "4648", "4699", "120", "1821", "6046", "2504", "2309", "8230", "5419", "8801", "3096", "2574", "1290", "10106", "307", "11003", "5458", "421", "7226", "9339", "6537", "1661", "5611", "11291", "345" ], "interaction": [ { "item": "8538", "sentiment": "Strong Positive" }, { "item": "8954", "sentiment": "Strong Positive" }, { "item": "4996", "sentiment": "Strong Positive" }, { "item": "6210", "sentiment": "Positive" }, { "item": "7132", "sentiment": "Strong Negative" }, { "item": "10565", "sentiment": "Neutral" }, { "item": "3279", "sentiment": "Neutral" } ], "user_id": "67" }
{ "recommended": [ "9088", "9943", "7356", "8969", "971", "1596", "5487", "10634", "9035", "2345" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4831", "11808", "8508", "2721", "5378", "5982", "9380", "9169", "9414", "6334", "7927", "6048", "2624", "1100", "6391", "3087", "2504", "3536", "235", "8626", "8023", "10636", "8939", "391", "4327", "4220", "9591", "183", "1807", "11659", "9210", "4529", "7074", "5029", "6832", "3747", "4606", "6706", "4904", "7961", "6305", "9097", "1914", "7184", "6150", "569", "7355", "10539", "7484", "12003" ], "interaction": [ { "item": "909", "sentiment": "Strong Positive" }, { "item": "1121", "sentiment": "Strong Positive" }, { "item": "3663", "sentiment": "Positive" }, { "item": "5243", "sentiment": "Neutral" }, { "item": "9084", "sentiment": "Negative" }, { "item": "6435", "sentiment": "Strong Positive" }, { "item": "8153", "sentiment": "Strong Positive" }, { "item": "2972", "sentiment": "Neutral" }, { "item": "8026", "sentiment": "Strong Negative" }, { "item": "9380", "sentiment": "Neutral" } ], "user_id": "68" }
{ "recommended": [ "9380", "4831", "11808", "8508", "2721", "5378", "5982", "9169", "9414", "6334" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "498", "3841", "7450", "2848", "7213", "5044", "11242", "5361", "10855", "11915", "4848", "5826", "8830", "3242", "8536", "6712", "3962", "3865", "7862", "3472", "1143", "7972", "9229", "4887", "4496", "6652", "8569", "8507", "3526", "4315", "7380", "4246", "3882", "423", "735", "3171", "1557", "6662", "7066", "5776", "8598", "5157", "12069", "7915", "12031", "1875", "3901", "5237", "9589", "6270" ], "interaction": [ { "item": "1521", "sentiment": "Strong Positive" }, { "item": "1522", "sentiment": "Neutral" }, { "item": "1827", "sentiment": "Positive" }, { "item": "3208", "sentiment": "Strong Positive" }, { "item": "717", "sentiment": "Strong Positive" }, { "item": "11452", "sentiment": "Strong Positive" }, { "item": "4898", "sentiment": "Strong Positive" }, { "item": "1875", "sentiment": "Strong Positive" } ], "user_id": "69" }
{ "recommended": [ "1875", "498", "3841", "7450", "2848", "7213", "5044", "11242", "5361", "10855" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5030", "1710", "404", "4796", "5528", "1558", "8796", "522", "10109", "6260", "563", "5763", "11121", "3228", "166", "3744", "7746", "1549", "4265", "7438", "4282", "1955", "4298", "3573", "72", "10894", "5360", "7015", "11282", "8220", "1998", "2520", "775", "1430", "6194", "604", "9196", "10958", "3490", "10580", "3985", "10145", "10164", "6138", "6172", "8875", "5061", "8024", "9809", "4567" ], "interaction": [ { "item": "7210", "sentiment": "Strong Negative" }, { "item": "6735", "sentiment": "Strong Positive" }, { "item": "8044", "sentiment": "Strong Positive" }, { "item": "8889", "sentiment": "Strong Positive" }, { "item": "9196", "sentiment": "Strong Negative" } ], "user_id": "70" }
{ "recommended": [ "9196", "5030", "1710", "404", "4796", "5528", "1558", "8796", "522", "10109" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10162", "231", "10015", "1854", "7847", "10479", "8256", "2643", "3841", "6372", "217", "8677", "11978", "919", "2491", "2273", "5003", "11895", "6406", "10378", "7818", "2677", "530", "305", "6812", "8885", "2119", "3335", "11973", "9944", "3224", "2919", "10016", "4346", "8925", "306", "11348", "6955", "3636", "9248", "8021", "2267", "2135", "846", "3931", "7335", "8183", "11090", "11166", "10375" ], "interaction": [ { "item": "9189", "sentiment": "Strong Positive" }, { "item": "9952", "sentiment": "Strong Positive" }, { "item": "4367", "sentiment": "Strong Positive" }, { "item": "4868", "sentiment": "Strong Positive" }, { "item": "10016", "sentiment": "Strong Negative" } ], "user_id": "71" }
{ "recommended": [ "10016", "10162", "231", "10015", "1854", "7847", "10479", "8256", "2643", "3841" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10558", "11708", "12033", "9703", "2779", "6573", "605", "1653", "10512", "10288", "7403", "8430", "5489", "6750", "3530", "10400", "9523", "4079", "2980", "11126", "1829", "812", "3162", "2571", "2637", "3218", "1666", "7064", "7581", "697", "6145", "780", "8393", "2551", "8466", "5072", "5998", "7649", "2596", "7636", "11255", "11039", "11162", "1862", "3509", "7858", "1584", "8810", "9263", "1443" ], "interaction": [ { "item": "3654", "sentiment": "Strong Positive" }, { "item": "3541", "sentiment": "Strong Positive" }, { "item": "9266", "sentiment": "Neutral" }, { "item": "9883", "sentiment": "Strong Positive" }, { "item": "3050", "sentiment": "Neutral" }, { "item": "10385", "sentiment": "Strong Positive" }, { "item": "1492", "sentiment": "Negative" }, { "item": "8808", "sentiment": "Strong Positive" }, { "item": "10374", "sentiment": "Strong Positive" }, { "item": "11403", "sentiment": "Strong Positive" }, { "item": "11664", "sentiment": "Strong Positive" }, { "item": "12033", "sentiment": "Neutral" } ], "user_id": "72" }
{ "recommended": [ "12033", "10558", "11708", "9703", "2779", "6573", "605", "1653", "10512", "10288" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "760", "8045", "4397", "6102", "357", "2581", "1591", "3069", "8071", "461", "7973", "921", "10643", "5918", "3102", "1498", "9146", "6438", "6312", "2454", "6918", "4336", "505", "9413", "7672", "2107", "7068", "4930", "1532", "4052", "1695", "1628", "2061", "12101", "1930", "141", "5265", "872", "2785", "941", "9273", "104", "5358", "5953", "3587", "7408", "8566", "4390", "4566", "118" ], "interaction": [ { "item": "1577", "sentiment": "Positive" }, { "item": "3780", "sentiment": "Strong Positive" }, { "item": "3167", "sentiment": "Neutral" }, { "item": "4441", "sentiment": "Negative" }, { "item": "6770", "sentiment": "Neutral" }, { "item": "8030", "sentiment": "Strong Negative" }, { "item": "4978", "sentiment": "Neutral" }, { "item": "6743", "sentiment": "Strong Positive" } ], "user_id": "73" }
{ "recommended": [ "760", "8045", "4397", "6102", "357", "2581", "1591", "3069", "8071", "461" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5546", "1756", "4773", "1152", "2658", "6646", "1017", "7830", "5099", "3576", "3163", "807", "6498", "3401", "5620", "7340", "902", "5580", "1393", "6916", "3221", "4094", "1783", "3923", "7069", "7706", "183", "9943", "3019", "10039", "3604", "1647", "5189", "3999", "3039", "619", "5369", "7214", "8487", "3652", "1658", "6307", "4577", "2529", "5871", "7498", "5239", "9308", "5430", "11783" ], "interaction": [ { "item": "3362", "sentiment": "Neutral" }, { "item": "8380", "sentiment": "Strong Positive" }, { "item": "3763", "sentiment": "Strong Positive" }, { "item": "4024", "sentiment": "Negative" }, { "item": "9309", "sentiment": "Strong Positive" } ], "user_id": "74" }
{ "recommended": [ "5546", "1756", "4773", "1152", "2658", "6646", "1017", "7830", "5099", "3576" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10699", "11767", "10865", "11901", "11328", "8686", "11797", "9109", "5556", "9845", "4871", "403", "3479", "8921", "7488", "1982", "6105", "6485", "7093", "5486", "4355", "6283", "7020", "1303", "9684", "8152", "782", "2592", "9817", "8290", "1703", "6946", "10578", "7454", "3117", "10962", "792", "3896", "1092", "11740", "5921", "4414", "5639", "139", "997", "381", "3551", "12017", "885", "8521" ], "interaction": [ { "item": "9468", "sentiment": "Strong Positive" }, { "item": "10693", "sentiment": "Strong Positive" }, { "item": "10560", "sentiment": "Strong Positive" }, { "item": "10506", "sentiment": "Neutral" }, { "item": "11767", "sentiment": "Neutral" } ], "user_id": "75" }
{ "recommended": [ "11767", "10699", "10865", "11901", "11328", "8686", "11797", "9109", "5556", "9845" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11515", "11184", "11220", "11591", "11710", "11701", "3856", "12083", "10776", "4573", "4385", "560", "10186", "1245", "5569", "7736", "8555", "528", "8190", "3071", "8413", "113", "11676", "8110", "5863", "10244", "10519", "7448", "3084", "1323", "4611", "4859", "4850", "10534", "9466", "5585", "6609", "7510", "11915", "8075", "1217", "6823", "3174", "561", "1864", "5631", "1899", "1449", "11091", "3140" ], "interaction": [ { "item": "10282", "sentiment": "Strong Positive" }, { "item": "10690", "sentiment": "Strong Positive" }, { "item": "2662", "sentiment": "Neutral" }, { "item": "10669", "sentiment": "Strong Positive" }, { "item": "10689", "sentiment": "Strong Positive" }, { "item": "2689", "sentiment": "Strong Positive" }, { "item": "11710", "sentiment": "Neutral" } ], "user_id": "76" }
{ "recommended": [ "11710", "11515", "11184", "11220", "11591", "11701", "3856", "12083", "10776", "4573" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7699", "37", "3276", "2520", "3839", "11579", "3603", "4626", "9992", "6364", "1093", "3850", "11", "3143", "3363", "5109", "10687", "9728", "7138", "3105", "8274", "7418", "1623", "5126", "2947", "8043", "4259", "10697", "1657", "8734", "6131", "8077", "2937", "3428", "4254", "3024", "7658", "4719", "5578", "4032", "5968", "5555", "4051", "8736", "1541", "10617", "1758", "1695", "9103", "6349" ], "interaction": [ { "item": "163", "sentiment": "Positive" }, { "item": "248", "sentiment": "Strong Positive" }, { "item": "5007", "sentiment": "Positive" }, { "item": "9477", "sentiment": "Neutral" }, { "item": "9728", "sentiment": "Positive" } ], "user_id": "77" }
{ "recommended": [ "9728", "7699", "37", "3276", "2520", "3839", "11579", "3603", "4626", "9992" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4232", "2110", "4247", "3208", "1490", "3275", "2169", "5275", "4335", "1824", "8515", "745", "4333", "9247", "1179", "6256", "8027", "7660", "248", "721", "11490", "2878", "518", "9052", "6790", "3842", "1321", "6352", "7572", "1139", "4430", "8227", "6453", "6570", "4147", "6594", "8084", "8491", "11807", "338", "9891", "1304", "104", "4974", "6185", "10279", "7991", "1159", "3616", "9063" ], "interaction": [ { "item": "2884", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Strong Positive" }, { "item": "5677", "sentiment": "Strong Positive" }, { "item": "4169", "sentiment": "Negative" }, { "item": "5245", "sentiment": "Neutral" } ], "user_id": "78" }
{ "recommended": [ "4232", "2110", "4247", "3208", "1490", "3275", "2169", "5275", "4335", "1824" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9676", "10512", "11695", "4268", "362", "6568", "10111", "10108", "9763", "9200", "11275", "8895", "11711", "6330", "6784", "10038", "703", "5354", "8699", "8696", "1965", "503", "3780", "11220", "7718", "2344", "6266", "10781", "4554", "6867", "7942", "3232", "11823", "11118", "2639", "11683", "2638", "8250", "9559", "1795", "11450", "8974", "2220", "10732", "6572", "9881", "7963", "319", "2836", "10702" ], "interaction": [ { "item": "8820", "sentiment": "Strong Positive" }, { "item": "1593", "sentiment": "Strong Positive" }, { "item": "8092", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Negative" }, { "item": "3094", "sentiment": "Strong Positive" }, { "item": "10609", "sentiment": "Strong Positive" }, { "item": "11370", "sentiment": "Strong Positive" }, { "item": "11375", "sentiment": "Strong Positive" }, { "item": "10512", "sentiment": "Strong Positive" } ], "user_id": "79" }
{ "recommended": [ "10512", "9676", "11695", "4268", "362", "6568", "10111", "10108", "9763", "9200" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5032", "10877", "185", "9450", "8211", "8376", "9744", "6603", "8194", "545", "10371", "5034", "5334", "285", "2038", "2860", "7276", "3537", "4098", "2491", "3909", "10509", "6454", "9244", "5552", "6724", "1746", "335", "10952", "8917", "6839", "4674", "9061", "1933", "6827", "8153", "10575", "11940", "7465", "4189", "261", "11718", "10080", "2671", "4019", "2292", "6201", "3686", "9296", "1314" ], "interaction": [ { "item": "2468", "sentiment": "Strong Positive" }, { "item": "2987", "sentiment": "Strong Positive" }, { "item": "4911", "sentiment": "Strong Positive" }, { "item": "10291", "sentiment": "Strong Positive" }, { "item": "15", "sentiment": "Strong Positive" }, { "item": "6981", "sentiment": "Negative" }, { "item": "4910", "sentiment": "Strong Positive" }, { "item": "3691", "sentiment": "Neutral" } ], "user_id": "80" }
{ "recommended": [ "5032", "10877", "185", "9450", "8211", "8376", "9744", "6603", "8194", "545" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6850", "9172", "8313", "7409", "526", "3622", "7589", "1872", "4711", "4340", "9604", "907", "8000", "4262", "7531", "3877", "2761", "4261", "8599", "1344", "5522", "8754", "2144", "8531", "6412", "4001", "11788", "3049", "6240", "11768", "10456", "144", "2616", "1311", "11761", "201", "1787", "11564", "6413", "2327", "8346", "4627", "4200", "4154", "10531", "7572", "219", "4724", "9717", "2787" ], "interaction": [ { "item": "3989", "sentiment": "Strong Positive" }, { "item": "2032", "sentiment": "Strong Positive" }, { "item": "47", "sentiment": "Strong Positive" }, { "item": "3252", "sentiment": "Strong Positive" }, { "item": "8313", "sentiment": "Strong Positive" } ], "user_id": "81" }
{ "recommended": [ "8313", "6850", "9172", "7409", "526", "3622", "7589", "1872", "4711", "4340" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11023", "11215", "3941", "8590", "9109", "7244", "7695", "4398", "10236", "9746", "5132", "10740", "10321", "11258", "8194", "7577", "9547", "10285", "3694", "406", "11027", "6613", "9784", "11248", "1713", "9166", "8139", "8343", "2931", "9642", "10494", "8887", "10924", "1136", "11179", "11719", "8534", "8592", "11362", "7616", "6256", "12058", "3348", "2388", "9049", "5921", "7586", "7185", "4850", "6328" ], "interaction": [ { "item": "7130", "sentiment": "Strong Positive" }, { "item": "7215", "sentiment": "Strong Negative" }, { "item": "7523", "sentiment": "Strong Positive" }, { "item": "2037", "sentiment": "Strong Positive" }, { "item": "4914", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Positive" }, { "item": "5352", "sentiment": "Strong Positive" }, { "item": "3227", "sentiment": "Neutral" }, { "item": "5030", "sentiment": "Strong Positive" }, { "item": "5564", "sentiment": "Strong Positive" }, { "item": "8124", "sentiment": "Neutral" }, { "item": "8150", "sentiment": "Neutral" }, { "item": "8243", "sentiment": "Strong Positive" }, { "item": "9035", "sentiment": "Strong Positive" }, { "item": "10740", "sentiment": "Strong Positive" } ], "user_id": "82" }
{ "recommended": [ "10740", "11023", "11215", "3941", "8590", "9109", "7244", "7695", "4398", "10236" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2762", "8299", "10442", "8629", "528", "9169", "972", "9217", "6011", "2758", "4366", "11643", "9552", "1649", "2760", "1728", "5316", "11806", "3220", "9393", "644", "10086", "175", "1401", "2367", "961", "2172", "3420", "4421", "1985", "604", "3896", "5695", "6823", "2377", "3662", "7181", "4321", "3947", "6012", "9083", "6234", "11693", "1372", "924", "11872", "11620", "11625", "4895", "3309" ], "interaction": [ { "item": "6302", "sentiment": "Strong Negative" }, { "item": "1118", "sentiment": "Strong Positive" }, { "item": "3990", "sentiment": "Neutral" }, { "item": "546", "sentiment": "Neutral" }, { "item": "1085", "sentiment": "Neutral" }, { "item": "5096", "sentiment": "Strong Negative" }, { "item": "5107", "sentiment": "Neutral" }, { "item": "5168", "sentiment": "Strong Negative" }, { "item": "7660", "sentiment": "Strong Negative" }, { "item": "10442", "sentiment": "Neutral" } ], "user_id": "83" }
{ "recommended": [ "10442", "2762", "8299", "8629", "528", "9169", "972", "9217", "6011", "2758" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10800", "11983", "11538", "7847", "11680", "2962", "1741", "3210", "9581", "8558", "4025", "9586", "3848", "3617", "1297", "9211", "4796", "6553", "9061", "8590", "11015", "2098", "6753", "11134", "8783", "7900", "1279", "5469", "8154", "5387", "7572", "6348", "3469", "11707", "4896", "3554", "4689", "8535", "100", "5034", "10090", "10047", "4655", "3343", "6507", "9335", "5278", "5717", "9304", "2944" ], "interaction": [ { "item": "837", "sentiment": "Neutral" }, { "item": "2573", "sentiment": "Strong Positive" }, { "item": "6765", "sentiment": "Strong Positive" }, { "item": "818", "sentiment": "Positive" }, { "item": "1057", "sentiment": "Strong Positive" }, { "item": "6132", "sentiment": "Strong Positive" }, { "item": "281", "sentiment": "Strong Positive" }, { "item": "2722", "sentiment": "Strong Positive" }, { "item": "4916", "sentiment": "Strong Positive" }, { "item": "3769", "sentiment": "Strong Positive" }, { "item": "4441", "sentiment": "Positive" }, { "item": "11928", "sentiment": "Strong Negative" }, { "item": "6733", "sentiment": "Strong Negative" } ], "user_id": "84" }
{ "recommended": [ "10800", "11983", "11538", "7847", "11680", "2962", "1741", "3210", "9581", "8558" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11712", "11781", "11685", "224", "8565", "9006", "5780", "1441", "6677", "3275", "8974", "1468", "824", "1647", "1860", "744", "1222", "3545", "9250", "3191", "10244", "7119", "8191", "4948", "7559", "1847", "6362", "8593", "134", "4438", "1915", "5436", "7089", "4703", "10335", "10086", "1500", "7225", "11402", "278", "9177", "11920", "1048", "1422", "811", "9045", "3182", "7745", "6755", "2662" ], "interaction": [ { "item": "1354", "sentiment": "Strong Positive" }, { "item": "2811", "sentiment": "Neutral" }, { "item": "71", "sentiment": "Strong Positive" }, { "item": "1262", "sentiment": "Negative" }, { "item": "2558", "sentiment": "Strong Positive" }, { "item": "1352", "sentiment": "Strong Positive" }, { "item": "10382", "sentiment": "Strong Positive" }, { "item": "10753", "sentiment": "Strong Positive" }, { "item": "11216", "sentiment": "Negative" }, { "item": "11220", "sentiment": "Strong Positive" }, { "item": "11708", "sentiment": "Strong Positive" }, { "item": "11770", "sentiment": "Neutral" }, { "item": "11711", "sentiment": "Strong Positive" }, { "item": "11712", "sentiment": "Strong Positive" } ], "user_id": "85" }
{ "recommended": [ "11712", "11781", "11685", "224", "8565", "9006", "5780", "1441", "6677", "3275" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3572", "5379", "4126", "4045", "2061", "5666", "9317", "6393", "2554", "10116", "1005", "6867", "9032", "4513", "9991", "9832", "5091", "5644", "7653", "4666", "3297", "7214", "11904", "6226", "10527", "9005", "10711", "5055", "12016", "10269", "6420", "11898", "7769", "5530", "8639", "12101", "11126", "6980", "7185", "1512", "11198", "11660", "1617", "3111", "10137", "156", "2625", "9424", "1430", "7781" ], "interaction": [ { "item": "899", "sentiment": "Strong Negative" }, { "item": "4418", "sentiment": "Strong Positive" }, { "item": "3945", "sentiment": "Positive" }, { "item": "1697", "sentiment": "Strong Positive" }, { "item": "4618", "sentiment": "Strong Positive" }, { "item": "7007", "sentiment": "Strong Negative" }, { "item": "849", "sentiment": "Strong Positive" }, { "item": "11385", "sentiment": "Strong Negative" } ], "user_id": "86" }
{ "recommended": [ "3572", "5379", "4126", "4045", "2061", "5666", "9317", "6393", "2554", "10116" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9936", "5143", "8654", "6627", "8661", "4126", "9003", "5596", "9947", "4861", "9172", "9373", "10830", "6874", "2936", "1414", "7216", "5534", "9005", "5772", "664", "3601", "3218", "5624", "11053", "8278", "10471", "4563", "5870", "8119", "7877", "2289", "1198", "9274", "4297", "4814", "1174", "9122", "3992", "5401", "9227", "4650", "5590", "3397", "4577", "10547", "6012", "8143", "7048", "11615" ], "interaction": [ { "item": "2009", "sentiment": "Strong Positive" }, { "item": "2374", "sentiment": "Strong Negative" }, { "item": "3200", "sentiment": "Strong Positive" }, { "item": "268", "sentiment": "Strong Positive" }, { "item": "6452", "sentiment": "Strong Positive" }, { "item": "8786", "sentiment": "Strong Positive" }, { "item": "6768", "sentiment": "Strong Positive" }, { "item": "3743", "sentiment": "Strong Positive" } ], "user_id": "87" }
{ "recommended": [ "9936", "5143", "8654", "6627", "8661", "4126", "9003", "5596", "9947", "4861" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7593", "4668", "9431", "8968", "9788", "9767", "185", "3750", "9396", "5305", "7462", "6965", "7469", "5040", "7513", "2026", "6768", "7230", "7443", "8662", "3292", "5595", "10929", "6396", "4771", "7483", "227", "8204", "5946", "7446", "3294", "8847", "940", "8807", "6155", "5733", "1240", "8912", "7084", "3571", "9099", "11919", "4656", "2775", "1404", "5299", "4485", "7625", "2697", "9173" ], "interaction": [ { "item": "9847", "sentiment": "Strong Positive" }, { "item": "10797", "sentiment": "Positive" }, { "item": "7477", "sentiment": "Strong Positive" }, { "item": "9404", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Strong Positive" } ], "user_id": "88" }
{ "recommended": [ "9767", "7593", "4668", "9431", "8968", "9788", "185", "3750", "9396", "5305" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1943", "4025", "98", "8936", "2313", "4350", "5713", "10291", "1863", "4779", "3017", "4853", "1119", "264", "3746", "8150", "6212", "8385", "4607", "3102", "11712", "6768", "4325", "9003", "4222", "5590", "5571", "3920", "867", "2793", "381", "1182", "3809", "11697", "3540", "5115", "6728", "5786", "5391", "4654", "11563", "6601", "24", "11007", "3416", "1982", "5198", "5991", "637", "10699" ], "interaction": [ { "item": "721", "sentiment": "Neutral" }, { "item": "4032", "sentiment": "Strong Positive" }, { "item": "2377", "sentiment": "Negative" }, { "item": "2608", "sentiment": "Strong Positive" }, { "item": "2764", "sentiment": "Strong Negative" }, { "item": "3758", "sentiment": "Strong Positive" }, { "item": "4654", "sentiment": "Strong Positive" } ], "user_id": "89" }
{ "recommended": [ "4654", "1943", "4025", "98", "8936", "2313", "4350", "5713", "10291", "1863" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6402", "8727", "1254", "4294", "3558", "181", "8811", "9288", "6818", "10473", "8248", "9009", "138", "29", "8263", "7111", "11803", "7098", "4803", "5567", "7363", "4777", "1768", "10209", "1387", "9385", "10344", "3813", "7619", "4076", "6864", "10653", "8230", "9481", "2066", "4393", "11482", "9090", "869", "7954", "8062", "9566", "7386", "5939", "5346", "1828", "8572", "128", "8975", "11542" ], "interaction": [ { "item": "7181", "sentiment": "Neutral" }, { "item": "8472", "sentiment": "Strong Positive" }, { "item": "7366", "sentiment": "Strong Positive" }, { "item": "8486", "sentiment": "Strong Positive" }, { "item": "6402", "sentiment": "Strong Positive" } ], "user_id": "90" }
{ "recommended": [ "6402", "8727", "1254", "4294", "3558", "181", "8811", "9288", "6818", "10473" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7495", "2185", "3541", "1971", "2987", "5042", "1950", "2955", "3848", "9921", "7332", "7201", "79", "8170", "10809", "7551", "1067", "7007", "769", "5870", "925", "2371", "5396", "196", "8797", "9950", "2858", "1899", "10284", "7777", "8335", "6018", "7817", "72", "616", "1496", "5843", "9612", "6585", "3364", "2316", "5758", "11347", "9232", "6129", "5304", "3574", "2801", "2551", "257" ], "interaction": [ { "item": "227", "sentiment": "Strong Positive" }, { "item": "4985", "sentiment": "Negative" }, { "item": "3504", "sentiment": "Strong Positive" }, { "item": "8129", "sentiment": "Strong Positive" }, { "item": "1915", "sentiment": "Strong Positive" }, { "item": "7535", "sentiment": "Neutral" }, { "item": "10245", "sentiment": "Neutral" }, { "item": "1001", "sentiment": "Strong Positive" }, { "item": "2983", "sentiment": "Strong Negative" }, { "item": "9921", "sentiment": "Strong Positive" } ], "user_id": "91" }
{ "recommended": [ "9921", "7495", "2185", "3541", "1971", "2987", "5042", "1950", "2955", "3848" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7796", "10230", "7217", "4699", "8731", "6377", "7109", "5682", "770", "4472", "1553", "7771", "10730", "3501", "4935", "5252", "8040", "1087", "1753", "10326", "85", "5171", "6507", "4885", "4291", "7343", "1262", "852", "5222", "2464", "113", "3169", "11768", "9996", "2415", "1178", "5923", "2839", "1964", "8579", "10224", "4826", "7813", "11033", "4701", "4809", "2274", "6351", "8624", "2920" ], "interaction": [ { "item": "5362", "sentiment": "Strong Positive" }, { "item": "5635", "sentiment": "Strong Positive" }, { "item": "5697", "sentiment": "Strong Positive" }, { "item": "7172", "sentiment": "Strong Positive" }, { "item": "11784", "sentiment": "Strong Positive" } ], "user_id": "92" }
{ "recommended": [ "7796", "10230", "7217", "4699", "8731", "6377", "7109", "5682", "770", "4472" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7085", "4498", "3739", "1498", "3734", "1193", "864", "2178", "1269", "3705", "2359", "4398", "321", "57", "7396", "3085", "2935", "1308", "5871", "9801", "1088", "2087", "4084", "6138", "3903", "4112", "1066", "11374", "1310", "7746", "7037", "3191", "3418", "10876", "193", "3998", "5764", "8989", "1876", "7935", "6060", "10852", "10312", "7447", "3643", "9151", "1506", "115", "3158", "1708" ], "interaction": [ { "item": "10481", "sentiment": "Strong Positive" }, { "item": "7096", "sentiment": "Strong Positive" }, { "item": "9966", "sentiment": "Strong Positive" }, { "item": "429", "sentiment": "Strong Positive" }, { "item": "6138", "sentiment": "Strong Positive" } ], "user_id": "93" }
{ "recommended": [ "6138", "7085", "4498", "3739", "1498", "3734", "1193", "864", "2178", "1269" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3258", "10839", "8534", "4300", "8300", "428", "5121", "1118", "9439", "2411", "1935", "11544", "8430", "2805", "5713", "5526", "7124", "10861", "8305", "10805", "10781", "3179", "2301", "4263", "1346", "2535", "4043", "9889", "641", "2769", "6289", "4039", "716", "965", "7943", "3196", "2721", "1033", "3040", "9922", "2447", "5881", "5224", "3389", "8014", "1949", "1913", "3653", "2262", "4386" ], "interaction": [ { "item": "5501", "sentiment": "Strong Positive" }, { "item": "5413", "sentiment": "Strong Positive" }, { "item": "4336", "sentiment": "Strong Positive" }, { "item": "4189", "sentiment": "Neutral" }, { "item": "159", "sentiment": "Strong Positive" }, { "item": "8300", "sentiment": "Strong Positive" } ], "user_id": "94" }
{ "recommended": [ "8300", "3258", "10839", "8534", "4300", "428", "5121", "1118", "9439", "2411" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9207", "2643", "4834", "4662", "4765", "733", "4022", "9600", "641", "11206", "4718", "6792", "8759", "8051", "9583", "1397", "3513", "1303", "2635", "6731", "11085", "5938", "4511", "2812", "7259", "8120", "6050", "3314", "6422", "6590", "9443", "11800", "2295", "3664", "8082", "864", "7438", "1835", "8801", "5380", "4590", "11021", "8737", "8073", "4766", "11882", "7689", "7622", "10394", "709" ], "interaction": [ { "item": "1585", "sentiment": "Strong Positive" }, { "item": "2200", "sentiment": "Strong Positive" }, { "item": "2076", "sentiment": "Neutral" }, { "item": "1912", "sentiment": "Negative" }, { "item": "7689", "sentiment": "Strong Positive" } ], "user_id": "95" }
{ "recommended": [ "7689", "9207", "2643", "4834", "4662", "4765", "733", "4022", "9600", "641" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6435", "1254", "9011", "181", "10477", "3622", "6946", "6932", "6997", "3321", "5523", "9950", "8154", "51", "1467", "3165", "2861", "6412", "5379", "6095", "2377", "3638", "9940", "7912", "1644", "5575", "7901", "7553", "8886", "5881", "4780", "11268", "1829", "3112", "7738", "5281", "473", "11539", "9861", "2508", "2772", "6821", "2566", "2897", "3102", "2933", "891", "10917", "1435", "8673" ], "interaction": [ { "item": "483", "sentiment": "Strong Positive" }, { "item": "3699", "sentiment": "Strong Positive" }, { "item": "5831", "sentiment": "Strong Positive" }, { "item": "5878", "sentiment": "Strong Positive" }, { "item": "7095", "sentiment": "Strong Positive" }, { "item": "9392", "sentiment": "Strong Positive" }, { "item": "6613", "sentiment": "Neutral" }, { "item": "5881", "sentiment": "Strong Positive" } ], "user_id": "96" }
{ "recommended": [ "5881", "6435", "1254", "9011", "181", "10477", "3622", "6946", "6932", "6997" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10696", "10558", "11251", "9559", "2253", "3546", "6221", "4794", "11219", "323", "7485", "10531", "6128", "3474", "10960", "3545", "10129", "6238", "3830", "11252", "5726", "3756", "1459", "2973", "8592", "6431", "9917", "2380", "5509", "5661", "3162", "11406", "9653", "7593", "12027", "2661", "9731", "7091", "9805", "3135", "576", "8328", "7647", "4066", "3384", "2622", "3139", "9490", "8244", "6427" ], "interaction": [ { "item": "4271", "sentiment": "Strong Positive" }, { "item": "6435", "sentiment": "Strong Negative" }, { "item": "10570", "sentiment": "Positive" }, { "item": "5783", "sentiment": "Neutral" }, { "item": "10573", "sentiment": "Strong Positive" }, { "item": "10696", "sentiment": "Strong Positive" } ], "user_id": "97" }
{ "recommended": [ "10696", "10558", "11251", "9559", "2253", "3546", "6221", "4794", "11219", "323" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5074", "6874", "8969", "8330", "4871", "7459", "8284", "4476", "5414", "8830", "4858", "3018", "10665", "7693", "1213", "6966", "10374", "3604", "5164", "7102", "72", "5914", "8234", "165", "6377", "9860", "2074", "3245", "4315", "2411", "8422", "9553", "4205", "1376", "4276", "572", "5849", "5561", "1701", "10426", "868", "1412", "983", "3255", "10897", "3795", "8364", "9402", "1220", "4804" ], "interaction": [ { "item": "6906", "sentiment": "Neutral" }, { "item": "3195", "sentiment": "Strong Positive" }, { "item": "2028", "sentiment": "Neutral" }, { "item": "3596", "sentiment": "Negative" }, { "item": "3832", "sentiment": "Neutral" }, { "item": "1213", "sentiment": "Neutral" } ], "user_id": "98" }
{ "recommended": [ "1213", "5074", "6874", "8969", "8330", "4871", "7459", "8284", "4476", "5414" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5385", "7009", "3524", "8289", "7673", "7437", "3261", "1935", "7335", "4830", "1484", "7542", "9561", "5416", "7913", "5488", "6532", "9815", "2353", "7549", "7436", "11055", "7705", "4956", "6933", "6773", "6101", "6512", "3018", "154", "6337", "10384", "2710", "1686", "492", "852", "4310", "8937", "7279", "10151", "10100", "11815", "872", "4062", "1615", "5037", "2930", "4372", "1859", "4090" ], "interaction": [ { "item": "1274", "sentiment": "Strong Positive" }, { "item": "4691", "sentiment": "Neutral" }, { "item": "1294", "sentiment": "Strong Negative" }, { "item": "6528", "sentiment": "Strong Positive" }, { "item": "4748", "sentiment": "Strong Positive" }, { "item": "10384", "sentiment": "Strong Negative" } ], "user_id": "99" }
{ "recommended": [ "10384", "5385", "7009", "3524", "8289", "7673", "7437", "3261", "1935", "7335" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1803", "11161", "12062", "5641", "10330", "279", "750", "7122", "8801", "8741", "9822", "2420", "5090", "7129", "1248", "9021", "3959", "10814", "6086", "7077", "9211", "5406", "3486", "2393", "11908", "5943", "1771", "6624", "468", "5820", "2203", "3770", "7808", "10325", "1534", "3561", "567", "5886", "4285", "10917", "2814", "5026", "9052", "860", "5854", "4009", "10721", "821", "7641", "2758" ], "interaction": [ { "item": "9360", "sentiment": "Strong Positive" }, { "item": "11102", "sentiment": "Negative" }, { "item": "847", "sentiment": "Strong Positive" }, { "item": "4450", "sentiment": "Strong Positive" }, { "item": "8446", "sentiment": "Strong Positive" }, { "item": "11311", "sentiment": "Strong Positive" }, { "item": "11312", "sentiment": "Strong Positive" }, { "item": "11922", "sentiment": "Strong Positive" } ], "user_id": "100" }
{ "recommended": [ "1803", "11161", "12062", "5641", "10330", "279", "750", "7122", "8801", "8741" ] }
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